// AI/ML Researcher · Pune India 🇮🇳

HIMANSHU
PATEL

AI/ML Architect

12+ years building production systems —
now building Generative AI

  • AI Solutions Architect
  • Generative AI Architect
  • Principal ML Engineer
Himanshu Patel

// 01

AI/ML Researcher

Championing responsible AI adoption through hands-on RAG systems, LLM fine-tuning, and agentic pipelines. Bridging research to production with a focus on measurable business value.

// 02

Technology Leader

Led engineering and data science teams through complex ML/AI deployments — from architecture through production governance. 12+ years turning ambiguous problems into scalable systems.

// 03

Education

AI/ML — IIT Roorkee via Scaler Program. Continuously training on the latest advances in LLMs, agentic frameworks, and multimodal systems.

// Now Building
Nexoloom SaaS platform for code dependency visualization & security analysis
Follow progress ↗

PROJECTS

01
LIVE

TelecomOps RAG

Production RAG system for Telecom Network Operations. Mistral 7B + ChromaDB + 31K semantic chunks from incident reports, runbooks and GSMA Open-Telco benchmark. Streaming FastAPI on HF Spaces.

  • RAG
  • Mistral 7B
  • ChromaDB
  • FastAPI
  • HuggingFace
  • Streaming
02
Private BUILDING

Nexoloom

SaaS platform for code dependency visualization and security analysis. Multi-language parser, Cytoscape.js graphs, role-based access, Razorpay payments, pluggable module system.

  • FastAPI
  • React
  • PostgreSQL
  • Redis
  • Razorpay
  • Cytoscape.js
03
Private SHIPPED

AI Interview Simulator

AI-powered technical interview simulator with real-time feedback, adaptive questioning, and performance analytics.

  • Python
  • LLM
  • FastAPI
  • Interview AI
  • NLP
04
Private SHIPPED

PostmortemAI

AI system for automated incident post-mortem generation. Analyses incident timelines, identifies root causes, and generates structured post-mortem reports.

  • Python
  • LLM
  • RAG
  • Incident Management
  • Automation
05
Private SHIPPED

Interview OS

Operating system for technical interview preparation. Structured learning paths, problem tracking, and AI-assisted interview coaching.

  • Python
  • AI Coaching
  • LLM
  • Career Tools

SKILLS

AI / ML

  • RAG Pipelines
  • LLM Fine-tuning
  • QLoRA
  • Agentic Systems
  • LangChain / LangGraph
  • Prompt Engineering
  • Vector Search
  • Embeddings

Infrastructure

  • Ollama
  • HuggingFace
  • ChromaDB
  • FastAPI
  • Docker
  • AWS
  • HF Spaces
  • REST APIs

Engineering

  • Python
  • React
  • TypeScript
  • PostgreSQL
  • Redis
  • Node.js
  • Git
  • CI/CD

Domains

  • Telecom / 5G
  • Healthcare AI
  • Finance AI
  • Enterprise AI
  • Generative AI
  • MLOps