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saksham-jain177/README.md

Saksham Jain

Applied AI Engineer | AI Systems, Agentic Architectures & LLM Engineering

I build AI-powered applications and systems, with a focus on agent orchestration, LLM workflows, retrieval systems, and AI infrastructure.

Interested in the engineering behind intelligent systems: how models, tools, memory, and data come together to create reliable and useful applications.

Areas of Focus

  • Agentic AI Systems & Multi-Agent Architectures
  • LLM Orchestration & Inference
  • Retrieval-Augmented Generation (RAG)
  • Context Engineering & Memory Systems
  • AI Automation & Tool Integration
  • Backend Engineering for AI Applications

Featured Projects

Agentic Deep Research
Multi-agent research system featuring web retrieval, evidence extraction, semantic caching, source verification, and structured report generation.

FastAPI LLM Inference
LLM inference service exploring quantization, adaptive model routing, LoRA fine-tuning, agentic retrieval, and observability.

GitBridge
MCP server providing GitHub repository search, information retrieval, and analysis capabilities to AI assistants.

Synthetica Cognitive Sandbox
Experimental multi-agent simulation environment exploring persistent memory, graph-based context, and agent interactions.

Technologies

Python · FastAPI · LangChain · LangGraph · ChromaDB · TypeScript · React · PostgreSQL · MCP · Ollama

Connect

LinkedIn · Email

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  1. agentic-deep-research agentic-deep-research Public

    Deep Research AI Agent is a dual-agent system that conducts web-based research and generates structured summaries. It uses Tavily for data collection and OpenRouter for drafting, offering a user-fr…

    Python 12 4

  2. Automated-Data-Analysis-and-Visualization Automated-Data-Analysis-and-Visualization Public

    About Automated Data Analysis and Visualization is a Streamlit web application designed for quick and insightful data analysis. Users can easily upload CSV files, perform automated preprocessing, a…

    Python 6 1