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  • kyndryl
  • Gurugram

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sreshtech/README.md

SWE Engineer Β· LLM Applications Β· RAG & Agentic Systems Β· Azure AI

LinkedIn GitHub Email DP-100


Building production AI systems at Kyndryl for Honda β€” RAG pipelines, LLM-powered enterprise apps, and real-time analytics dashboards. 1 year of hands-on GenAI experience. DP-100 certified. Award-winning AI project at Microsoft's international competition.


About me

  • πŸ”­ Currently building AI & LLM-powered enterprise apps at Kyndryl (Client: Honda)
  • ☁️ Microsoft Certified Azure Data Scientist (DP-100) Β· Apr 2026
  • πŸ† Winner β€” Microsoft Ambassadors International AI Award (Street-Savvy, 2024)
  • 🌱 Currently deepening skills in LangChain, LlamaIndex, and agentic workflows
  • πŸ“Έ Outside work: photography & sketching
  • πŸ“ Gurugram, India
What I build Examples
RAG & retrieval systems ChromaDB + Ollama + FastAPI over 9,700+ enterprise records
LLM-powered applications Agentic query engines, prompt-optimised pipelines
AI analytics platforms VAPT security tool, fleet risk monitor (5,000+ devices)
Executive dashboards Power BI CISO dashboards, KPI & SLA reporting

Projects

πŸ” Enterprise RAG System (Production)

Natural-language querying over 9,700+ IT support tickets Β· ChromaDB Β· Ollama Β· FastAPI

  • Dual-mode retrieval engine (semantic + keyword fallback)
  • Sub-3-second latency with row-level citations
  • Replaced 30+ minutes of manual Excel lookup for Honda IT ops
  • Prompt-engineered pipelines to minimise hallucinations on domain data

πŸ›‘οΈ AI Security Analytics Platform β€” VAPT (Production)

Python Β· Streamlit Β· SQLite Β· Docker Β· Plotly

  • Automated vulnerability risk classification (High / Medium / Low scoring)
  • SLA breach detection with one-click executive PDF reporting
  • Fully containerised and deployed in production

πŸ“Š Fleet Risk Monitoring Dashboard (Production)

FastAPI Β· Pandas Β· Chart.js Β· Azure Blob SFTP

  • REST APIs serving 5,000+ device endpoints
  • Automated ingestion pipeline across 12 device log CSV types
  • Configurable risk thresholds and real-time alerting

🚦 Street-Savvy β€” Microsoft AI Award Winner

Azure AI Β· Python Β· Computer Vision Β· NLP

  • AI-driven traffic rules learning platform
  • Won Microsoft Ambassadors International AI Project Award (2024)
  • Built with a cross-geography team of 4; handled AI classification pipeline
  • Selected for Microsoft Startups Founder Hub (Sept 2024)

Portfolio

In Profile


Tech stack

GenAI & LLM

Python LangChain ChromaDB Ollama Azure AI Streamlit

Backend & APIs

FastAPI Docker SQL Linux

Frontend & Viz

JavaScript React TypeScript Power BI

Cloud & Tools

Azure GitHub Ansible


Awards & recognition

Award Details
πŸ† Microsoft AI Ambassador Award Won internationally for Street-Savvy (2024)
⭐ Shining Star Award Kyndryl India · Feb 2026
πŸš€ Microsoft Startups Founder Hub Project selected Β· Sept 2024
πŸ“Š Myntra HackerRamp Top 1,200 / 30,000 Β· Top 4% nationwide
🌍 GirlScript Summer of Code Open Source Contributor · 2024
πŸŽƒ Hacktoberfest Open Source Contributor Β· 2023

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