Regression analysisJobs

...• Partial credits reduce purchase quantities and amounts • Invoice lifecycle reflects resolution status ⸻ 4.9 Purchase Ledger (Amounts and Quantities) For every validated invoice line, store: • Supplier • Product • Quantity purchased • Unit buying price • Line amount • Invoice date Credit notes create negative adjustments. This enables: • Supplier purchase volume analysis • Product purchase volume analysis • Period-based purchase reporting • Bought vs sold comparisons (future) ⸻ 4.10 Supplier Communication (Email Generation) The system must support: • Generating emails to suppliers • Pre-filled subject and body • Attachment of original invoice • Attachment of discrepancy ...

Design or formulate the financial analysis for a self storage project in order to ascertain its viability.

I have interviews need analysis

...ekstremer Diskrete og kontinuerte fordelinger * Herunder Binomial-, Poisson- og Normalfordelingen * Varians og kovarians af et sæt stokastiske variable herunder linearkombinationer vhj. af matrixalgebra. Konfidensintervaller og hypotesetest vedrørerende * Middelværdi og varians Analyse af krydstabeller og goodness-of-fit tests Ensidig variansanalyse Simple og multiple metoder i regression Anvendelse af statistisk programmel til analyse af et datamateriale...

I'm seeking an experienced embedded systems developer to create a professional vibration detection system for industrial monitoring. The system will utilize the M5Stack Core2 (ESP32 with MPU6886 IMU) and should be capable of detecting a wide range of...(ESP32 with MPU6886 IMU) and should be capable of detecting a wide range of vibration frequencies. Key Requirements: - Utilize M5Stack Core2 and MPU6886 IMU - Detect wide range of vibration frequencies - Provide both raw and analyzed data Ideal Skills and Experience: - Proficiency in embedded systems development - Experience with ESP32 and IMU sensors - Strong background in data processing and analysis - Ability to deliver reliable industrial monitoring solutions Please provide examples of similar work done and your approach t...

...capabilities into crisp, benefits-driven copy that converts visitors into sign-ups. Scope of work • Craft short, punchy product descriptions for the website and in-app tooltips • Write SEO-optimised landing-page sections and micro-copy that follows current best practice (on-page keywords, natural semantic variants, compelling meta tags) • Translate technical AI features – real-time transcript analysis, context-aware reply suggestions, GPT-based summarisation – into language any business user can understand What I’m looking for • Portfolio showing previous work for tech or SaaS brands (blog posts, feature pages, onboarding emails, etc.) • Proven ability to balance clarity with a friendly, engaging tone • Impeccable Engl...

This is a prototype of a three‑stage automated car parking system. The system consists of three levels, and each level contains six parking slots. All technical details are included in the PDF. I need to model this system in SolidWorks. The process should include creating each component as a separate part and assembling them. Stress and deflection analysis for each part and as well as for the complete system After creating I need to learn how the full model is created. Videos of creating parts will be enough—especially the complex areas. I will say which part I need to learn after creating it. I have also attached a reference YouTube video to help you understand the type of system I am trying to build. However, please note that my design is quite different from the one show...

...parts that need to be brought together into a single virtual assembly. The system combines both rotational and linear movements, and I want to see exactly how every piece mates, moves, and comes apart. Scope • Import my individual CAD files and create the full mechanical assembly. • Configure a motion study that handles the combined linear-rotational kinematics. • Run stress and strain analysis on all critical members during typical operation so I can confirm weak points before prototyping. • Show the complete assembly and disassembly sequence to verify serviceability. Preferred tools are SolidWorks Motion/Simulation, Inventor Nastran, Fusion 360, or any comparable package that can deliver native files plus neutral formats (STEP, IGES) and a short vi...

I need a comprehensive essay on European historical architecture, specifically focusing on the Baroque period. This is for my first-year architecture course. Requirements: - In-depth analysis of Baroque architecture - Key characteristics and notable structures - Historical context and influence on later architectural styles - Use of scholarly sources and proper citations !J stor!!!! Ideal Skills and Experience: - Strong background in architectural history - Excellent research and writing skills - Familiarity with academic writing standards From teacher: The task is attached to this email and is intended as preparation for your research. You may either use the same document to complete your answers or create a separate Word document addressing the following points, as explained in...

...methodology, data-analysis plan and literature positioning. • Comment on originality and novelty—does the work genuinely break new ground? • Suggest concrete improvements that boost clarity, coherence and statistical soundness. • Assess the proposal’s publication potential and indicate any red-flag issues likely to draw reviewer criticism. Deliverables 1. An annotated version of the proposal (Track Changes or similar) showing line-level edits and margin notes. 2. A brief summary memo (1–2 pages) outlining big-picture recommendations, unresolved questions and next steps. Acceptance criteria • All feedback must be specific, actionable and backed by clear reasoning or references. • Statistical comments should reference recog...

...placement. 4. Inbox Interaction Emails should generate engagement signals such as: replies opens normal email conversation patterns This helps build trust with Gmail and other email providers. Requirements Freelancers applying for this project should have experience with: email deliverability optimization email warm-up processes Google Workspace / Gmail SPF / DKIM / DMARC mail-tester analysis inbox placement strategies Experience with cold email infrastructure or deliverability consulting is a plus. Expected Outcome At the end of the project: domain sender reputation improved emails landing in inbox instead of spam improved mail-tester score warm-up process successfully completed within 7 days Project Duration Approximately 7 days Additional Notes This pr...

...• A detailed forensic report outlining entry vectors, timeline of compromise, and indicators of SIM-swap manipulation. • Attribution analysis that ties digital evidence to a likely perpetrator (or set of suspects) wherever technically feasible. • A clear, actionable prevention plan covering carrier settings, device configurations, and any recommended third-party services or hardware. This project is high priority and must be addressed urgently within 1-2 weeks. Open to freelancer suggestions on additional measures/tools needed for long-term prevention. I’ll be available for interviews, two-factor resets, or any live validation you require while the analysis is in progress. Let me know your estimated timeline, preferred toolchain, and any additional a...

requirements for the AI Evaluation & Voice Testing Platform, Phase 1 — Voice Load Testing & Core Evaluation Platfo...reporting dashboard Phase 2 — AI Evaluation Engine & Red Teaming Includes: • AI evaluation scoring (intent accuracy, entity extraction) • Hallucination detection • Prompt-injection / red-team testing scenarios • AI judge using LLM (OpenAI / Vertex AI / Bedrock) • Conversation transcript analysis • Evaluation scorecards per test run Advanced Observability & Reporting Includes: • Grafana / Datadog integration • Full analytics dashboards • Test result comparison between versions • Performance regression detection • Exportable reports for stakeholders We can start with Phase...

...capture • Creation or refinement of the visual style to keep the brand consistent across all channels • Daily community management and prompt reply to comments and messages • Weekly performance report with clear attribution of leads generated and spend vs. return I also want to optimise my social media presence. Hence, would like all our platforms and website to be audited along with a gap analysis of what is required to improve them. Plus, I want to have a blog written now and then to improve the effectiveness of ads. Also, looking to market over WhatsApp and create proper funnels for marketing as a part of strategic execution. I use Meta Business Suite and basic Google Analytics; if you prefer other tools, just let me know. I’m happy to align on K...

...outlining how users will create a pool, accept a request and confirm hand-off. While other features such as tracking, matching or reviews can be mentioned as secondary possibilities, the narrative must always point back to the core pooling workflow. To keep us aligned, here is what I expect to walk away with: • Executive summary of the concept and its value proposition • Competitive and market analysis focused on the sharing-economy travel niche • Detailed functional scope describing the end-to-end luggage pooling flow • Recommended tech stack and system architecture (mobile front-end, cloud back-end, third-party APIs, basic security/privacy considerations) • High-level product roadmap with phased milestones • Effort, time and cost esti...

...competitions—and mapping the corresponding licensing or registration paths. Key focus areas • Fantasy contests & sports wagering distinctions under Act 42 and subsequent PGCB guidance. • Interactive gaming implications for pick-subscription and real-money skill duels. • Full PGCB licensing/compliance workflow, timelines, internal controls, and recurring filings. • Product-structure risk analysis—what features push us into higher-tier licensure or outright prohibition. • Age verification, KYC, geolocation fencing, responsible-gaming program requirements, and enforcement exposure at launch. Deliverables 1. Memorandum (or slide deck) that classifies each product feature, cites controlling statutes/regs, and recommends the prec...

I’ll hand over a collection of raw sales CSVs pulled from our e-commerce platform and in-store POS. Your task is to transform that scattered information into clear revenue-trend insights I can share with the team. The work begins with cleaning: check for duplicate rows, fix date formats, and make sure every transaction lines up with the correct SKU and sales channel. Once the data is tidy, consolidate it into a single worksheet and start analysing month-over-month, quarter-to-date, and year-to-date performance. I’m especially interested in spotting revenue spikes, slow periods, and any patterns that could help us forecast more accurately. Deliverables I need from you: • A fully cleaned and consolidated Excel or Google Sheets file containing all sales data • Visual...

...program/project requirements; design, implement, test and maintain production systems; publish priorities for efforts within the program that will be broken down into multiple project streams and maintain master schedule with clear dependencies; analyze programs to ensure that they efficiently use computer and storage resources; recommend appropriate changes as necessary; responsible for research, analysis, and design of all changes and improvements in existing systems; recommend and develop more efficient systems; maintain all existing components; lead effort to resolve problems with programs in the production environments; analyze programs to ensure that they efficiently use computer and storage resources; and recommend appropriate changes as necessary. Option to work remotely ...

...including the Profit/Loss statement, Balance Sheet and notes to the accounts directly in Xero. The transactions are already uploaded, so the job starts at finishing the reconciling and verifying each entry is correctly coded. Once everything is balanced and any changes are approved, you make the approved changes and then generate and format the full financial reports in Xero ready for final analysis and tax preparation. Acceptance criteria • Technical ability to perform all the specifics of the project. • Advisor level Xero user with a great deal of experience with the platform • Skilled and experienced in the preparation of FULL annual financial statements • A high degree of accuracy and meticulous attention to detail • Ability to follow specifi...

...a complex web-based platform. This is not a simple chatbot or API wrapper project. The goal is to create a production-ready AI workflow system in PHP that can handle multi-step task execution, document analysis, tool calling, workflow management, and secure AI-driven automation. Scope of Work: The selected freelancer will design and develop a PHP-based application, preferably using Laravel or Symfony, with clean architecture, scalability, and strong security practices. The system should allow users to submit tasks that are processed through multiple AI-driven stages such as planning, analysis, retrieval, validation, and reporting. The platform should support: - Multi-step AI workflows - Role-based AI agents (planner, analyst, reviewer, summarizer, etc.) - Secure tool/fun...

Structural drsign and analysis of a high rise building

I need assistance with cleaning and analyzing survey data for research on postpartum anxiety. Data Cleaning Tasks: - Identifying and handling missing values - Dealing with non-normally distributed data Data Analysis Tasks: - Descriptive statistics - Inferential statistics - Regression analysis Mediation analysis using PROCESS MACRO Ideal Skills & Experience: - Proficiency in statistical software (e.g., R, SPSS, MPlus) - Strong background in handling survey data - Experience with research data analysis - Knowledge of postpartum anxiety research is a plus

...to bell. The goal is to demonstrate robust, standards-aligned instruction that engages teenagers, checks for understanding in real time, and closes with a clear formative assessment. Here’s how I picture the practicum: • A 40–50-minute lesson taught as if to an actual Grade 9-12 class. • Content drawn from a core Language Arts strand (e.g., close reading, argumentative writing, or literary analysis). • Student-centred methods—think guided discussion, pair-share, or short writing bursts—rather than straight lecture. • Embedded checks for understanding and a quick exit ticket to gauge mastery. Deliverables I need from you 1. Detailed lesson plan (objective, standards, timing, materials, differentiation). 2. Slide deck or visu...

I need a detailed financial statement for a bank, focusing on loan portfolio analysis. Key Requirements: - Comprehensive loan portfolio analysis - Breakdown of loan types - Delinquency rates - Geographic distribution of loans Ideal Skills and Experience: - Expertise in banking financial statements - Strong analytical skills - Experience with loan portfolio metrics - Proficient in financial reporting tools Please provide samples of similar work done.

...aimed specifically at lifting our search engine rankings. 4. Executive summary highlighting the top three opportunities and associated effort/impact estimates. Acceptance criteria: insights must be traceable to reputable tools (Ahrefs, SEMrush, Similarweb, Google PageSpeed, etc.), include source links or screenshots for verification, and provide at least five actionable recommendations per analysis category....

I'm seeking a developer to create a cost estimate tool tailored for the oil and gas industry. This tool should encompass both well drilling and well completion operations. Key Requirements: - Comprehensive cost estimation for well drilling and well completion, and workovers - Integration of key risk factors: b...the end of the project is continually updated. I can share what I have built so far. The RISK capital is not correct but it will provide some insight. The basis to this is from UnRiskIT software. Ideal Skills and Experience: - Background in oil and gas operations - Experience with cost estimation tools - Strong understanding of risk management - Proficiency in software development and data analysis Please provide examples of similar work and a detailed approach t...

...deadline-driven project. The first deliverable is due 28 March 2026, so I need someone who can start immediately. What I Need Help With The project spans four blocks of work: Block 1 — Market & Competitive Analysis Market sizing for MSME financing in a GCC country, including current lending gap vs. global benchmarks Competitor benchmarking of major Islamic banks in the region (product offerings, digital platforms, MSME propositions) Regulatory landscape research: licensing requirements and pathways for a foreign bank entering the market Block 2 — Strategic Frameworks CAGE Framework analysis (Cultural, Administrative, Geographic, Economic distance) Porter's Five Forces for the target banking sector McKinsey 7S internal readiness assessment Stakeholder m...

**Key Skills** • Data Analysis using Python • Data Cleaning and Data Preprocessing • Exploratory Data Analysis (EDA) • Machine Learning Model Development • SQL for Data Querying and Data Management • Data Visualization using Matplotlib and Seaborn • Libraries: Pandas, NumPy, Scikit-learn • Problem Solving and Analytical Thinking • Clear Communication and Insight Reporting About Me : I am a data analyst and machine learning enthusiast with hands-on experience in analyzing datasets and extracting meaningful insights using Python and SQL. I specialize in data cleaning, exploratory data analysis, and building machine learning models that help identify patterns and support data-driven decision making. I work with tools and li...

My cricket-news site is ready for a proper on-page SEO tune-up. I want measurable gains in organic visibility and I’m concentrating only on the on-page factors for now, namely: 1. Keyword research and mapping – research fresh, high-intent keywords relevant to live-cricket coverage, score updates, match analysis and news, then map them to existing or new pages. 2. Content creation & optimisation – update current articles where needed and suggest new topic angles so each priority keyword is supported by useful, original copy written in a consistent brand voice. 3. Meta elements – craft compelling, unique title tags and meta descriptions for every optimised URL, plus refine H1/H2 structure and internal links. Please base your work on data from trusted...

...role ensures efficient vendor management, purchase order processing, and integration with merchandising and supply chain systems to enable smooth retail operations. Responsibilities ● Solution Design & Configuration ● Configure SAP S/4HANA Finance modules (FI, CO) for retail operations. ● Implement processes for General Ledger, Accounts Payable/Receivable, Asset Accounting, and Profitability Analysis. ● Set up R2R workflows including period-end closing, consolidation, and reporting. Integration ● Integrate finance processes with procurement, merchandising, and supply chain modules. ● Ensure seamless data flow between operational systems and financial reporting tools. Compliance & Controls ● Implement tax, statutory, and regulatory compliance within SAP. ● Conf...

...testing experience ● Candidate would be responsible in developing SAP solution and POV in area of SAP FICO along S4 HANA 1909. He should have strong configuration knowledge and experience in developing customized solution on General Ledger, Accounts Payable, Accounts Receivable, Fixed Assets, Cost Center Accounting, Product Costing, Profit Centre Accounting ,Bank Accounting and Profitability Analysis. ● Working with different Tax procedure and Bank Integration solution would be an advantage. He should be knowledgeable on FICO interaction with other modules like PP, QM, MM , SD with in depth understanding of master data. ● The candidate should be experienced & knowledgeable in defining system’s strategies / requirements, prototyping, testing, training & implement...

I'm looking for an experienced developer to create a stock trading algorithm tailored to my specific requirements. Key Requirements: - Day trading strategy - Focus on stock market Ideal Skills and Experience: - Proficiency in algorithm development - Strong understanding of stock market dyna...tailored to my specific requirements. Key Requirements: - Day trading strategy - Focus on stock market Ideal Skills and Experience: - Proficiency in algorithm development - Strong understanding of stock market dynamics - Experience with day trading strategies - Familiarity with trading platforms and APIs - Ability to integrate specific buy/sell criteria based on technical indicators, fundamental analysis, or news sentiment Please provide relevant work samples and a brief overview of...

I have an existing electrical ris...Before I commit to new tenant improvements, I need a professional load study that tells me two things: • the largest breaker size that can safely be installed at the electric room and servicing the apartment panel given the 6 AWG feeder, and • the realistic maximum panel demand, factoring in the appliances listed above plus general lighting and receptacle loads for a space of this size, and • analysis of what breaker size could be installed if the feeder wires were 4 AWG Please base your calculations on the current NEC, reference the tables you use, and call out any derating, diversity or demand factors you apply. A concise PDF report and the underlying spreadsheet (Excel or similar) will be ideal so I can forward them to the l...

Cluely AI Meeting Assistant is ready for a spotlight, and I want copy that instantly shows business users why this tool belongs in every online meeting. The job is to turn technical horsepower—real-time response suggestions, conversation analysis, and automated follow-ups—into crisp, benefit-driven language that converts. Scope of work • Craft 3–4 short product description variants (100–150 words each) for app stores and partner listings • Write the main hero section, feature blocks, and CTA lines for the marketing site (≈500 words total) • Produce an extended landing-page narrative (≈800–1,000 words) that dives into use-cases, ROI, and social proof What I’ll value • Portfolio pieces that show you can translat...

...pieces: 1) API hookup • Authenticate against the vendor’s security market corporate API. • Build efficient React-friendly service calls (REST or GraphQL, whichever the API supports) that return stock prices, financial statements, and the full text of 10-K / 10-Q-style filings. • Cache or paginate data so pages stay fast even when a user requests multiple companies at once. 2) AI-driven analysis layer • Pipe the fetched filings and key ratios into the OpenAI API. • Generate concise fundamental insights: year-over-year comparisons, red-flag detection, and plain-English summaries. • Return the AI output to my existing component tree so it renders alongside the raw numbers. Acceptance criteria – A demo route in my repo ...

...neighborhoods. To get there, I’m expecting a turnkey market-research package: survey design (Qualtrics or SurveyMonkey are fine), recruitment of respondents that fit the 80-120 % AMI band, a mix of qualitative interviews or short focus groups for deeper storytelling, and a concise analytical report. Please support findings with descriptive stats and, where sample size allows, basic regression or conjoint analysis that teases out willingness-to-pay for each must-have feature. Raw data files (CSV or XLSX), cleaned datasets, and all visualizations should be included so I can reuse them in the pro-forma model. Acceptance criteria • Minimum 100 qualified respondents from the Olympia–Tumwater LMA. • Breakouts by income tier (80-100 % vs. 100-120 %),...

...outcome being traded, price per share, number of shares, USDC amount, timestamp, transaction hash, and whether that wallet was the maker or taker. Each row should also include the settlement result of that market (which outcome won) so that I can calculate profit and loss on my own. The dataset needs to be granular and complete enough that I can perform any analysis I want on trader behavior, performance, and patterns after delivery — the analysis itself is not part of your scope, only the data extraction and structuring. Polymarket's sports markets run through a specific smart contract called the NegRiskCTFExchange on Polygon. Every trade settlement emits an OrderFilled event on-chain containing both wallet addresses (maker and taker), the token IDs being exch...

...and compared based on criteria such as dataset size, number of disease categories, labeling quality, and class balance. The final dataset should contain a sufficient number of images per class to support reliable model training and evaluation. After obtaining the dataset, the next phase will focus on data understanding and preparation using a Jupyter Notebook. This will include exploratory data analysis (EDA) to study the distribution of disease classes, visualize sample leaf images, and detect any inconsistencies in the data. Preprocessing steps such as image resizing, normalization, and cleaning will be applied. Additionally, data augmentation techniques (e.g., rotations, flips, and brightness adjustments) will be used to increase variability and improve the model’s abil...

...every AI response into a safe, explainable, and auditable decision, ensuring ethical alignment from prompt to impact. NON-INVASIVE ARCHITECTURE FULL FEATURE LIST 1. LLM Observability Engine What it does: Detects hallucinations, contradictions, ambiguity, or timeouts Back-End: FastAPI, Prompt Log DB, Anomaly Classifier Front-End: Table view, risk icons, filters 2. User Behavior & Friction Analysis What it does: Detects frustration, reprompt loops, abandonment Back-End: Event tracker, heatmap aggregator Front-End: Heatmaps, UX breakdown, friction flags 2.1 Failure Detection & Alert System What it does: Real-time alerting for broken behavior Back-End: Classifier (LLM + rules), notifier API Front-End: Risk graphs, alert logs, admin config 3: AI Et...

I have a website that contains all the information I need collected. Your task is straightforward: copy the required data exactly as it appears on the site and paste it into a single text document. I will supply the page links and highlight the specific sections to capture. Accuracy matters more than spee...paste it into a single text document. I will supply the page links and highlight the specific sections to capture. Accuracy matters more than speed; everything must match the source without omissions, added characters, or formatting glitches. Once finished, return the completed text file and a note flagging any links that could not be accessed or data that seemed inconsistent. That’s it—no analysis or re-formatting, just a clean, well-organised text document ...

...that looks cartoonish or generic stock animation. Visual Elements The video should include a mix of: • cinematic intro scenes • abstract AI visuals • clean interface-style animations • document / evidence visualization • timeline building animation • AI analysis visuals • modern typography Key Platform Features to Show The video should illustrate the following workflow: Case Creation Enter client details Select case type and court Evidence Upload Documents Photos Voice recordings Medical reports Police reports AI Evidence Analysis Timeline generation Contradictions detection Missing evidence alerts Evidence summary Strategic Legal Insights Legal strengths and weaknesses Procedural risks Suggested strategies based on...

I have a steady stream of essay briefs coming up and need a dependable writer who can transform each prompt I provide into a clear, well-argued, and thoroughly researched piece. Topics will vary—sometimes leaning toward academic analysis, other times business-style commentary or creative reflection—so versatility in tone and structure is essential. For every assignment you’ll receive a prompt outlining the focus, preferred citation style (usually APA or MLA), and deadline. I’m looking for concise introductions, logical progression of ideas, solid evidence from reputable sources, and a strong conclusion that ties everything together. Originality matters: all work must be free of AI fluff and pass a standard plagiarism check. Deliverables per essay •...

I need a Power BI dashboard built to display customer data and costs. Requirements: - Connect to a SQL database. - Visualizations can be bar charts, pie charts, or line graphs, as applicable to the data. Ideal skills and experience: - Proficiency in Power BI. - Experience with SQL database integration. - Strong data visualization skills. No data analysis is required, just the dashboard setup.

Hello, I am looking for a professional to elevate the level of my online store (STG). The website already has a foundation in place, but it requires a comprehensive overhaul to transition from a simple "showcase" to a fully automated sales machine. What I need: Design & UX Audit: Correct visual glitches (align elements such as the search bar, buttons,...No "strange" or unorganized links. Multilingual Optimization: Review and correct the English version of the site (currently has translation errors). Mobile First: Ensure the mobile shopping experience is flawless. The final goal is a clean, fast, and self-sustaining website, allowing me to focus solely on product development and marketing. Interested? Please send your portfolio and a brief analysis of ho...

...application that mirrors the excitement and usability of Dream11, but with our own spin. Both Android and iOS versions are needed, and I want the interface to feel fun and vibrant from the very first tap—bright colours, playful micro-interactions, smooth transitions, and iconography that celebrates the sport. Core functionality is clear and non-negotiable: • Real-time player statistics and in-depth analysis so users can draft, trade, and fine-tune their squads with confidence. • Live match updates delivered instantly—scores, wickets, milestones—keeping every league manager glued to their phone. Beyond those essentials, I’m open to your suggestions that enhance retention and monetisation, but the initial milestone focuses on getting these ...

Hello, I need it your analysis in forex signal

I have a small batch of sales data—fewer than 1,000 rows—that needs to be entered into Excel and formatted so the sheet is clear, logical, and ready for analysis. Each record must land in the correct column, with headings aligned and consistent styling applied throughout. Data-accuracy checks are essential: I’ll need you to validate numeric fields, flag anomalies, and ensure no duplicates slip through. Basic functions such as sort, filter, conditional formatting, and simple formulas will help keep everything tidy. Deliverables: • A fully populated Excel workbook with clean, labeled columns and rows • Built-in accuracy checks (e.g., data validation rules, error highlights) • A brief note summarizing any issues found and how they were resol...

...sequences, and flows content to facilitate optimal learning. • Learns and applies new tools and techniques to keep content fresh and engaging. • Familiar with learning technologies such as Camtasia, Captivate, Lectora, and other such tools to create interactive, SCORM compliant web-based training deliverables. • Project manages various phases of the course development lifecycle including needs analysis, requirements gathering, solution design, course development, course deployment and evaluation. • Communicate effectively with stakeholders and SMEs regarding deliverables, timelines, and any anticipated changes. • Performs quality assurance checks on training courses that have been developed and deployed. • Ensures learning and performance objectives ...

...covered. Because IECEx/ATEX certification expertise is the single most important skill on this job, I expect you to interpret the standard clause by clause, cite the exact test requirements, and show how each design change satisfies them. Fluency in Chinese as well as English will make the hand-off with the existing manufacturer far smoother, but it is not an absolute barrier. Deliverables • Gap-analysis report highlighting all non-conformities • Detailed engineering change proposals with references to IEC 60079 clauses • Updated drawings, schematics and parts lists ready for third-party test labs • Draft certification dossier (EMC, intrinsic safety, temperature rise, etc.) Acceptance criteria • Every identified gap is matched with a modification...

The project centers on a manually-entered sales spreadsheet that requires a full Excel-based analysis focused on monthly sales performance. I will supply the raw rows exactly as they come from our internal forms; they first need cleaning (duplicate checks, consistent date formatting, error spotting) before any insights can be trusted. Once the data is reliable, the workflow should move into sorting, filtering, and creating pivot tables that break revenue down by month, product line, and any other field that emerges as useful. Clear, professional charts—line, clustered column, or a pivot chart—must then visualise month-over-month results so trends and anomalies are unmistakable at a glance. Deliverables • Cleaned Excel file with all transformation steps trace...