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Soumyadeep143/README.md

Soumyadeep Sarkar


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roles typing

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$ whoami

name:     Soumyadeep Sarkar
role:     AI/ML Engineer & Agentic AI Builder
location: Bengaluru, India 🇮🇳
edu:      B.E. CSE @ VTU — CGPA 9.1/10
content:  YouTube @undercoveragent-update
status:   Open to full-time roles — 2026 🎯

focus:
  - LLMs · RAG · MCP · Agentic AI
  - Real-time pipelines @ production scale
  - Multi-agent system architecture
  - AI × Scalable Software (YouTube)

building:
  - Multi-agent LLMs with MCP integration
  - Production-grade RAG pipelines
  - AI + DevOps content on YouTube

$ impact

Metric #
🏭 Internships 3
🛡️ CVE Effort Reduced ↓ 40%
📈 Reporting Efficiency ↑ 25%
🤖 AI Agents (one platform) 15+
🏆 Hackathon (CellVerse) Top 25/100
🎥 YouTube Channel @undercoveragent
📹 Views (10 days) 130+
🌿 Contributions/yr 64
🗣️ Languages EN · HI · BN

$ tech-stack --all

⚡ Generative AI & Agentic Systems

LLMs RAG MCP Agentic AI Multi-Agent HuggingFace Prompt Eng GenAI

🧠 ML / Data Science

PyTorch TensorFlow Scikit-Learn NLP Predictive Modeling Jupyter

🛠️ Backend & Infrastructure

Python Node.js FastAPI Flask Kafka REST

🗄️ Databases

PostgreSQL MongoDB SQL VectorDB

🎨 Frontend & Languages

React JavaScript C++ Java Docker Git


$ experience

▸ Ignomagine Pvt Ltd   AI/ML Intern · On-site    Jan 2026 – Feb 2026
  └ Local LLM for robotic manuals · offline-first · optimized automation

▸ Cyber Secure India   AI/ML Intern · Remote     Apr 2025 – Aug 2025
  └ AI Vulnerability Explainer · ↓40% CVE effort
  └ Kafka → FastAPI → MongoDB → HuggingFace (real-time pipeline)

▸ Excelerate           Data Analyst · Remote     Mar 2025 – Apr 2025
  └ Led 11-person team · ↑25% reporting efficiency · SQL + dashboards

$ projects --pinned

🚀 Flagship (private/WIP): Edutech AI Widgets 15+ agents · MCP · Voice  ·  SkillSnap AI ATS · RAG  ·  NutriMama LLM · GenAI


$ git log --graph

contribution snake

$ content --youtube

AI × Scalable Software × DevOps — I build in public and teach what I learn

📹 Latest Views 🎯 Topics
Most DevOps Advice Is Wrong — Real DevOps Explained 130+ RAG · Agentic AI · DevOps Secrets · LLM Engineering

$ certifications

IBM Python  ·  Oracle Databases  ·  Govt. of India Skill India  ·  CellVerse 🔥 Top 25/100




Ship fast. Build things that matter. Teach what you learn.


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