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AI Engineer building agentic systems, RAG pipelines, and production AI workflows
πŸ€™
AI Engineer building agentic systems, RAG pipelines, and production AI workflows

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Diem0n/README.md

Hi, I'm Talha Ikram πŸ‘‹

AI Engineer focused on agentic systems, RAG pipelines, workflow automation, and production AI applications.


🧠 About Me

I build AI systems that go beyond basic chatbots.

My work focuses on:

  • Agentic AI workflows
  • Retrieval-Augmented Generation (RAG)
  • LLM orchestration and reasoning pipelines
  • Healthcare AI automation
  • FastAPI backend systems
  • Vector databases and retrieval systems
  • Workflow optimization and intelligent automation

Currently working as an AI Engineer, building scalable AI-driven workflows and automation systems for healthcare applications.


βš™οΈ Tech Stack

AI / LLM

Backend & Infrastructure

Frontend

Data Science & Analytics


πŸš€ Current Interests

  • AI agents & orchestration frameworks
  • Multi-agent systems
  • Tool/function calling pipelines
  • Medical coding intelligence systems
  • Evidence-grounded reasoning workflows
  • LLM evaluation & hallucination reduction
  • Voice and browser-use agents

πŸ“Œ Featured Project Areas

πŸ₯ Healthcare AI Systems

Building intelligent workflows for:

  • Medical coding assistance
  • Claims verification automation
  • Retrieval-based clinical reasoning
  • Evidence-grounded AI systems

πŸ€– AI Workflow Automation

Designing production-oriented AI pipelines using:

  • Retrieval systems
  • Structured reasoning
  • Queue-based processing
  • Validation layers
  • Monitoring and optimization

🌐 Full Stack AI Applications

Combining modern frontend systems with scalable AI backends.


πŸ“« Connect With Me


β˜• Support My Work

If you enjoy my projects or find them useful, you can support my work here:

Buy Me A Coffee

πŸ“Š GitHub Stats

GitHub Trophy

GitHub Streak

Pinned Loading

  1. Vera Vera Public

    Vera is a comprehensive loan application analysis and prediction system built with Python and Streamlit. It provides tools for loan approval prediction, batch processing, data analytics, and synthe…

    Jupyter Notebook

  2. commercial_subscriber_risk_model commercial_subscriber_risk_model Public

    Segmentation-Driven Churn Intelligence for Telecom Retention

    Jupyter Notebook

  3. insight insight Public

    Retention Intelligence Copilot

    Python