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AI LinkedIn Profile Scanner & AI CV Builder — MVP Prototype Project Overview I am looking for an experienced AI/software developer or small development team to build a working MVP prototype of an AI-powered career platform. The concept is an application that allows a user to provide their LinkedIn profile information and/or CV, analyses their professional profile using AI, recommends improvements, and then generates an improved, professional CV. The platform should also be capable of comparing the user’s profile against a specific job advertisement and recommending changes to improve their suitability for that role. Core Features 1. Profile Scanner The user should be able to: * Upload a CV/PDF/DOCX * Paste LinkedIn profile information * Potentially connect an authorised LinkedIn account in a later version * Enter their professional information manually The AI should analyse: * Headline * About/Summary * Employment history * Education * Qualifications * Skills * Achievements * Career progression * Professional positioning * Keywords * Missing information * Repetition * Weak or vague descriptions 2. AI Profile Score The system should generate an overall profile score, for example: Profile Score: 78/100 With individual scores for: * Headline * Professional summary * Experience * Achievements * Skills * Keywords * Education * Overall presentation The system should explain why each score was given. 3. AI Recommendations The system should identify improvements and provide suggested replacement text. For example: Current: “Experienced business professional working across technology and finance.” AI Recommendation: “Technology and finance professional specialising in AI strategy, economic analysis and commercial innovation.” The user should be able to: Accept | Edit | Reject each recommendation. 4. Job Description Matching The user should be ab
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I propose a comprehensive solution for the AI LinkedIn Profile Scanner & AI CV Builder MVP Prototype, aligning with your project requirements. Leveraging advanced AI algorithms and our expertise, we will deliver a user-friendly and accurate system. Our focus includes seamless LinkedIn API integration, personalized profile analysis, data security, and scalability for future enhancements. We are committed to ongoing support and ensuring a cutting-edge platform. Share preferred technologies, MVP benchmarks, and launch timeline for tailored development. Let's create a revolutionary career platform together!
$22.50 AUD in 5 days
8.4
8.4

Hey, You are looking for AI CV Maker. "Lets Gets Started, I know you have several tempting proposals here, but I guarantee you to be impressed by my work. I have various skills in design, Illustration, Photoshop, Graphic Design, Logo Design and Illustrator. If you give me this chance you will be impressed, because I guarantee that I will meet your expectations. I invite you to get a look at my portfolio You Can see it from here : https://www.freelancer.com/u/sahildogra222 If you have any questions or queries, do not hesitate to contact me. I hope to start working with you. With regards! SAHIL
$69 AUD in 36 days
8.5
8.5

Dear , We carefully studied the description of your project and we can confirm that we understand your needs and are also interested in your project. Our team has the necessary resources to start your project as soon as possible and complete it in a very short time. We are 25 years in this business and our technical specialists have strong experience in Graphic Design, Photoshop, Brochure Design, Resumes, AI Chatbot Development, AI Model Development, AI Content Creation, AI Development and other technologies relevant to your project. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Sales department Tangram Canada Inc.
$30 AUD in 5 days
8.0
8.0

Hi there, I’m ready to work on your project “AI CV Maker.” as per your requirements, I’m a professional graphic designer with a lots of experience in Graphic Design, Photoshop, Brochure Design Let’s connect to discuss your ideas in detail and bring your vision to life. You can view my portfolio and client reviews here: ✨ https://www.freelancer.com/u/KomalShaikh9200 Looking forward to collaborating with you! Thank you, Komal S
$20 AUD in 40 days
7.6
7.6

As an experienced AI developer and head of a skilled team of software engineers, I believe I am the perfect fit for your AI CV Maker project. Our track record in building intelligent automation workflows, AI agents, and SaaS platforms is evidence of our proficiency in designing and implementing scalable AI-driven systems—which is exactly what you're seeking. To this end, my team's evident expertise in CRM automation, business process automation, and enterprise-grade web applications is a perfect match for the core features required for your project. We're well-versed in developing MCP servers, multi-agent systems, and integrating with OpenAI—a crucial skillset that will enable your application to thoroughly analyze profiles whilst providing detailed recommendations on necessary amendments. In addition to our key proficiencies, we bring a deep understanding of user experience to the table. We not only strive to accomplish the necessary functional aspects of any design but also focus keenly on ease-of-use and customization. Our previous work on n8n & workflow automation aligns perfectly with your demand for user-friendly accept/edit/reject functions. And last but not least, our dedication to delivering scalable, secure, maintainable, and revenue-driven AI software solutions ensures true long-term value from our partnership. Thank you for considering my proposition; I eagerly await the opportunity to make your vision come to life!
$16 AUD in 40 days
7.5
7.5

Hello, I have carefully reviewed your requirements for the AI LinkedIn Profile Scanner and CV Builder MVP. I have 11+ years of experience in AI, full-stack development, LLM integrations, document processing, and SaaS platforms, and can build this as a practical, scalable prototype. I will develop the CV/PDF/DOCX upload and LinkedIn/manual profile input flow, extract and structure professional information, and use an AI analysis layer to evaluate experience, skills, achievements, keywords, career progression, missing information, and content quality. The platform will generate an overall Profile Score with category-wise scoring and explanations, followed by actionable AI recommendations where users can accept, edit, or reject suggested changes. I will also implement job-description matching to identify skill/keyword gaps and recommend targeted CV improvements for a specific role. The architecture will keep the AI, document-processing, profile, scoring, and CV-generation modules separate so features such as authorised LinkedIn integration and additional career tools can be added later. I will focus on accurate structured extraction, reliable AI prompts, clean UX, secure document handling, testing, and a professional CV output. I am available according to your convenient time zone and can start immediately. I eagerly await your positive response. Thanks, Christina
$20 AUD in 40 days
6.9
6.9

I will build a working AI career-platform MVP with CV/LinkedIn profile analysis, scoring, actionable recommendations, job-description matching, and professional AI-generated CV creation. I can start immediately.
$22 AUD in 40 days
7.0
7.0

Hi there, I understand the workflow: a user provides their career data (CV upload/paste), which the system parses. An AI pipeline then analyzes this structured data against best practices and a target job description, generating section-specific scores and actionable text recommendations. The user can then accept or edit these suggestions to create a final, optimized CV document. Technical approach: We recommend a React.js frontend with a Node.js backend API. The core logic will use a powerful LLM (like GPT-4o or Claude 3.5) with targeted prompts for analysis and text generation. PDF/DOCX parsing libraries will manage uploads, with data stored in PostgreSQL. Core modules: A profile ingestion/parser, an AI analysis engine for scoring and suggestions, a job description matching module to find alignment gaps, and a PDF generator for the final output. Relevant systems: We built RecurGo, an AI recruitment platform with candidate scoring logic. We also created an internal AI tool that transforms unstructured text into structured documents, directly matching your project's core challenge. Implementation strategy: We'd start with an MVP focused on parsing and analyzing just the 'Professional Summary'. This validates the core AI logic quickly. We would then incrementally add other sections, the job matching feature, and finally the CV generator. Regards, Rohit
$15 AUD in 45 days
6.9
6.9

Hi there, I understand you need an AI-powered career platform that can scan LinkedIn/CV information, score the profile, identify gaps, provide actionable recommendations, generate an improved professional CV, and compare the profile against specific job descriptions. I’m confident I can build this as a practical MVP with a clear AI analysis pipeline rather than just a basic CV generator. My approach would use Python/FastAPI, React, OpenAI/LLMs, PDF/DOCX extraction and structured profile processing. I’ll normalize uploaded CV/LinkedIn data into a consistent profile schema, then evaluate the headline, summary, experience, achievements, skills, keywords, education and career progression using structured scoring criteria. Recommendations will include improved replacement text with Accept / Edit / Reject controls. For job matching, I’ll build a separate comparison pipeline that extracts requirements and keywords from the job description, measures profile alignment, identifies gaps and generates targeted recommendations. You’ll receive the working MVP, CV/PDF/DOCX upload, LinkedIn/manual input, AI profile scoring, recommendation workflow, job matching, improved CV generation, responsive UI, backend/API, testing and setup documentation. Do you already have a preferred LLM/provider and CV template, or should I include those decisions in the MVP setup? I’m ready to start immediately. Warm Regards, Aneesa.
$15 AUD in 40 days
6.6
6.6

As an experienced developer with 7 years in the industry, I understand what it takes to meet and exceed the expectations of a project. My diverse skillset encompasses several relevant technologies including symphony, laravel, AngularJS, and Python just to name a few. I'm constantly updating my knowledge on the latest trends in AI which makes me the perfect fit for your AI CV Maker project. Evaluating one's professional profile and recommending improvements is a robust selling point for my AI development. My specialty in AI Chatbot Development means I understand how to effectively communicate sophisticated information --such as an overall profile score with different sub-scores-- in a way that is clear and easy to understand.
$15 AUD in 40 days
6.1
6.1

Hello, I got that you are looking for an AI career MVP that accepts CV/PDF/DOCX or LinkedIn data, analyzes professional profiles, generates explainable scores and recommendations, and matches candidates against job descriptions. This is what I can help you with, let's chat. My approach is to use Python, FastAPI, OpenAI models, and structured document parsing to extract experience, skills, achievements, education, keywords, and gaps. I’ll build consistent scoring with clear reasoning, targeted replacement text, and an Accept/Edit/Reject workflow. Job matching will compare candidate strengths and gaps against job requirements and recommend specific improvements. As final deliverables you will receive a functional MVP with CV/document uploads, LinkedIn text input, AI analysis and scoring, recommendations, job matching, editable suggestions, responsive UI, backend/API code, and setup documentation. One thing I'd like to confirm before we start: should CV generation/export be included in this MVP? Let's have a quick chat and finalize the scope. Best Regards, Imran
$15 AUD in 40 days
6.2
6.2

Hi there! I just reviewed your project description for the AI-powered career platform MVP, and I am very interested in helping you bring this to life. With strong experience in software development, AI integrations, and building functional MVPs, I fully understand your core requirements—from the profile scanner (handling CV uploads, manual inputs, and pasted LinkedIn data) to the AI analysis engine that provides targeted improvements, generates professional CVs, and matches profiles against specific job descriptions. **Why I am a great fit for this project:** * **Technical Expertise:** Experienced in integrating AI/LLMs and building intuitive, user-friendly web/app interfaces. * **MVP Focus:** I know how to deliver a working, scalable prototype efficiently without compromising on quality or core features. * **Clear Communication:** I ensure transparent development phases, regular updates, and clean, maintainable code. I would love to discuss your preferred tech stack (e.g., Python/Node.js, LLM APIs) and your timeline for this MVP. Let’s connect and get started! Best regards, Pallab Kumar Ghosh
$20 AUD in 40 days
6.0
6.0

Hello!, I am a US-based senior software engineer(frontend, backend, ecommerce, etc) and I read your AI CV Maker brief carefully. You’re looking for an AI LinkedIn Profile Scanner + AI CV Builder MVP prototype, and I understand the goal is to turn profile data into a smart, polished resume flow that feels genuinely useful, not generic. I have 15+ years of experience with AI development, full-stack builds, UX-focused MVPs, and production software. For this, I’d approach it in practical phases: 1) define the input/output flow and resume logic 2) build the AI scoring and content generation layer 3) create a clean prototype UI for scanning, editing, and exporting 4) test edge cases so the output feels reliable and professional Relevant work includes: - an AI interview prep tool for a hiring startup - a resume builder dashboard for a career platform - a profile-to-summary generator for a recruiting workflow Could you please clarify the following questions to help me better understand the project? 1) Should the MVP scan only LinkedIn profile data, or also accept pasted text/PDF resume uploads? 2) Do you want the AI to generate a full CV from scratch, or mainly optimize and rewrite existing content? 3) What output format matters most for the prototype: PDF, DOCX, or editable on-screen sections? If you want, I can keep the first version lean and focused so you can validate the idea quickly before expanding features. James Zappi
$70 AUD in 10 days
5.6
5.6

Hi there, we have recently completed a similar project involving AI-driven profile assessments and would love to share some references. I see you need a prototype that not only analyzes LinkedIn profiles but also recommends tailored CV improvements. We’ll create an intuitive platform that enhances user profiles and matches them against job descriptions, ensuring candidates stand out. Our approach will save users time and significantly increase their job application success rates. Here's how we'd approach it: - Develop a user-friendly upload feature for CVs and LinkedIn data. - Implement an AI scoring system to provide actionable insights. - Offer personalized recommendations for CV optimization. - Ensure smooth job description matching functionality. While we might be newer to Freelancer, we bring 9+ years of experience delivering this kind of work off-platform and multiple 5-star reviews to back it up. I’d be happy to offer a no-obligation consultation to discuss your project further. Kind regards, Trichelle
$15 AUD in 14 days
5.7
5.7

Hello!! I understand you need a working MVP for an AI career platform that scans CVs or LinkedIn information, scores profiles, provides improvement suggestions, and matches candidates against job descriptions. • Should users be able to upload both PDF and DOCX files? • Do you already have a preferred AI service or should I recommend one? • Should the first MVP include user accounts and saved CVs? The solution can include document parsing, structured profile analysis, AI scoring, editable recommendations, job description matching, keyword analysis, and professional CV generation with a clean user interface. Relevant AI, document processing, and web application projects have been completed before, combining practical AI features with simple user experiences that are easy to use. Please invite me to chat so we can discuss the MVP scope and start building it. Best regards Farhin B
$15 AUD in 40 days
5.4
5.4

Hello! We can build an AI MVP for CV analysis and job matching. 1. Do you already have the core scoring and matching logic defined? 2. Which part should we prioritize first: profile scanning, recommendations, or job matching? — About us We are dZENcode – a full-cycle IT company for digital product development: from design and programming to integrations and post-release support. We build projects from scratch and also work on existing solutions that need further development, improvements, or technical support. You can find detailed information about our services and rates on our official website: https://dzencode.com. Please review it – after that, we can discuss the details and agree on the next step. ⚠️ After clarifying all details, we will define the scope, the suitable cooperation format – task-based, outsourcing, or outstaffing – and the final cost. Projects are guaranteed to reach release with us: • 10+ years providing IT services; • 90+ in-house specialists; • 250+ public reviews since 2015; • We support products under SLA after launch; • We work under NDA and a company contract!
$20 AUD in 40 days
5.5
5.5

Hi, I can build the AI CV Maker MVP that ingests a CV or LinkedIn text, scores the profile out of 100 across headline, summary, experience and skills, and generates an improved CV with Accept, Edit or Reject on each AI suggestion. For job matching, I will run the parsed profile against the pasted ad and rewrite sections to lift keyword fit. Questions: 1) Should uploads support PDF and DOCX both, and which LLM do you prefer, OpenAI or Claude? Looking forward to discussing further. Regards, Shayan.
$19 AUD in 40 days
5.0
5.0

Hello, "AI‑Driven CV Builder" - AI CV creation from LinkedIn profiles I will build the scanner with OpenAI GPT‑4 via LangChain, because it delivers top‑tier text generation and easy API integration. I delivered a similar LLM‑driven proposal engine: https://www.freelancer.com/projects/ai-content-creation/Powered-Modular-Proposal-Engine/reviews PDF and DOCX parsing will use python‑pdfminer and python‑docx libraries, ensuring accurate extraction even from complex layouts. Do you have a sample job description you’d like the matcher to test against? Looking forward to working with you. Artur Giżycki
$22 AUD in 40 days
5.1
5.1

I understand you're looking for an MVP prototype of an AI CV Maker that analyzes LinkedIn profiles and CVs to suggest improvements and generate a new CV, similar to how tools leverage NLP for resume parsing. My experience building automated content generation systems and data analysis pipelines for user profiles makes me confident I can deliver a robust MVP. My technical approach will involve using Python with libraries like spaCy or NLTK for natural language processing to parse and understand CV/LinkedIn data. I'll employ a transformer-based model, potentially fine-tuned on a relevant dataset, for generating CV content and suggesting improvements. For the job advertisement comparison, I'll use embedding techniques to find semantic similarities and identify keyword gaps. The MVP will be containerized using Docker for easy deployment. How do you envision the user uploading their LinkedIn profile data (e.g., direct API integration, manual copy-paste, or file upload)? And what specific AI-driven insights are most critical for the initial MVP's success? I'm available for a quick call to discuss these details and how I can bring this project to life.
$25 AUD in 7 days
4.9
4.9

Hello, My suggestion is to build the MVP around an AI profile intelligence layer that scores each career section, identifies gaps, and uses those insights to generate a targeted, ATS-friendly CV. This makes it more valuable than a basic AI CV generator. I can build it end-to-end with CV/PDF/DOCX parsing, LinkedIn input, AI analysis, section-wise scoring, actionable recommendations, Accept/Edit/Reject controls, and job-description matching. I can handle LLM integration, prompt engineering, semantic matching, backend APIs, database, and responsive UI, with an architecture ready for future LinkedIn integration and scaling. Happy to discuss and start quickly if this matches what you need. Best, Niral
$22 AUD in 40 days
5.0
5.0

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