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Every day our system repeats the same routine: new information arrives through our API, records must be updated, customers require quick responses, and performance dashboards need to be checked. I want a single AI-driven agent that handles these three strands—data entry, customer support, and system-performance monitoring—without human intervention. Here’s the flow I have in mind. The agent polls the API on schedule, validates the payload, and inserts or amends the relevant records. While it works, it should watch for anomalies in CPU, memory, or response times, flagging anything abnormal in a Slack or email alert. On the customer side, the agent will read incoming tickets, suggest or send context-aware replies, and escalate anything outside predefined confidence levels. At the close of each cycle it will compile a concise report: updated record counts, uptime metrics, customer-support KPIs, and a short trend analysis showing spikes or deviations. A Python stack with REST integration, async handling, and libraries such as pandas, LangChain or similar for LLM prompts would suit us, but I’m open to other reliable options if they meet the same goals. Execution can be triggered by cron, a lightweight scheduler, or a serverless function; what matters is that it runs unattended and keeps detailed logs. Deliverables • Production-ready agent script(s) with clear setup instructions • API interface module with error handling and retries • Automatic record-update routine tied to the incoming data schema • Customer-support responder that uses an LLM and fallback rules • Monitoring hooks plus alert channel integration • Daily report generator (CSV and human-readable summary) • Read-me covering deployment, configuration, and how to extend rules Success is a system that I can install once and trust to repeat these actions every day, with the log and report showing me it all worked.
Project ID: 40196708
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Active 2 mos ago
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6 freelancers are bidding on average ₹7,833 INR for this job

Hello, I can build a fully autonomous, production-ready AI agent that unifies API-driven data updates, LLM-powered customer support, and real-time system monitoring into a single, reliable daily workflow. Using Python (async-first design) with REST integrations, pandas, and an LLM framework (LangChain or equivalent), the agent will validate incoming payloads, apply schema-safe record updates, monitor CPU/memory/latency thresholds, and trigger Slack/email alerts on anomalies. For support, it will generate context-aware replies with confidence scoring, enforce rule-based fallbacks, and automatically escalate edge cases. Each execution cycle will produce clean CSV outputs and a concise human-readable report covering record counts, uptime metrics, KPIs, and trend deviations, all backed by detailed logs and retries. Deployment can run via cron, lightweight scheduler, or serverless, with clear configuration and extensibility in mind. I work with a high level of professionalism, delivering clean code, strong error handling, and thorough documentation so you can install once and trust it to run unattended every day.
₹8,000 INR in 7 days
5.1
5.1

Hello Rj! I’m excited about the opportunity to help with your project. Based on your requirements, I believe my expertise in Python, Data Entry aligns perfectly with your needs. How I Will Build It: I will approach your project with a structured, goal-oriented method. Using my experience in Python, Data Entry, Customer Support, Automation, API Development, Pandas, REST API, LangChain, I’ll deliver a solution that not only meets your expectations but is also scalable, efficient, and cleanly coded. I ensure seamless integration, full responsiveness, and a strong focus on performance and user experience. Why Choose Me: - 10 years of experience delivering high-quality web and software projects - Deep understanding of Python, Data Entry and related technologies - Strong communication and collaboration skills - A proven track record — check out my freelancer portfolio. - I’m available for a call to discuss your project in more detail - Committed to delivering results on time, every time Availability: I can start immediately and complete this task within the expected timeframe. Looking forward to working with you, Rj! Best regards, Ali Zahid India
₹8,000 INR in 7 days
4.8
4.8

With a solid background in API development, automation, and Python—exactly what you need for your vision—I'm your perfect fit to create your Daily Automated AI Operations Agent from the ground up. On top of that, I bring deep experience integrating with emerging technologies like LangChain, which suits your need for LLM prompts. My developed modules don't just handle errors; they robustly deal with retries to ensure ready access to those important APIs. Moreover, my work history at Google and Apple equipped me with a unique eye for creating efficient solutions that scale. I value your time and understand the importance of systems running autonomously—which you'll get with my production-ready scripts and clear setup instructions. And don't worry about bug hunts—I am fully committed to delivering polished results, cushioning you from technical debt. Choose me for seamless AI integration and workflow automations that boost efficiency while saving hours. Rest assured, my code will be cleanly structured, maintainable, and thoroughly tested to ensure your system functions absolutely as intended. So let's join forces: my well-honed process will help us breeze through this project efficiently while you focus on strategies to attain significant business growth.
₹8,000 INR in 7 days
2.8
2.8

I can build a fully automated Python-based AI agent that handles API data updates, AI-powered customer support with smart escalation, and real-time system monitoring with alerts and daily reports. The solution will be modular, reliable, and easy to extend, running unattended with full logging and documentation. Muzammil
₹8,000 INR in 1 day
1.6
1.6

Hey there, I am a Software engineer with over 5 years of experience building intelligent, end-to-end agents for data pipelines, monitoring, and customer support. I can develop a production-ready AI agent that polls your API, updates records, monitors system performance, handles customer tickets with context-aware LLM responses, and generates daily reports automatically. My expertise includes Python async workflows, REST API integration, Pandas for data handling, LangChain or similar LLM orchestration, logging, alerting (Slack/email), and automated reporting. With my experience, I’m confident I can deliver a fully autonomous, reliable agent that runs unattended and provides clear logs and reports. Feel free to contact me for more details. Regards
₹7,000 INR in 5 days
1.6
1.6

Hello Rj Rohit J., I checked your project, and it looks interesting. This is something we already work on, so the requirements are clear from the start. We mainly work on Python, Data Entry, Customer Support, Automation, API Development, Pandas, REST API, LangChain We focus on making things simple, reliable, and actually useful in real life not overcomplicated stuff. Let’s connect in chat and see if we’re a good fit for this. Best Regards, Ali nawaz
₹8,000 INR in 4 days
0.0
0.0

Indore, India
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Member since Mar 10, 2013
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