👋 I’m Shib Kumar Saraf, an IT professional with 2+ years of experience building AI-powered, data-driven, and automation-focused solutions. I specialize in Python, Java, and Machine Learning, with hands-on expertise in Deep Learning, NLP, Computer Vision, and advanced AI frameworks like RAG Chatbots, LLMs, and Generative AI. I’m also exploring Quantum AI to push the boundaries of next-generation innovation.
I actively publish peer-reviewed research on Computer Vision, NLP, and Financial Forecasting.
| Year | Paper Title | Conference | Access |
|---|---|---|---|
| 2025 | Real-Time Vigilance: Advanced Video Analysis for Violence Detection 🏆 (Best Paper Award) | IEEE ICRITO |  |
| 2025 | Hybrid QLSTM Framework: Time-Series Forecasting in Dynamic Financial Markets | IEEE ICIMIA |  |
| 2024 | Multifaceted Feature Extraction: Mortality Risk Prediction in Pediatric ICUs | IEEE ICSTSDG |  |
Below are some of my major deployed systems. Visit my Repositories for the full list.
| Project | Description | Tech Stack |
|---|---|---|
| QueryCortex 🧠 | Agentic AI Reasoning Platform: Intelligent execution pipeline routing queries across SQL & Vector DBs. | FastAPI JWT RAG Agentic AI |
| ChatDB 🤖 | Govt. AI Assistant: Served 10K+ monthly queries on Web/WhatsApp for C-DAC. | LLMs Vector Search WhatsApp API |
| MindMetrics 🧩 | Mental Health NLP System: Classifies mental health indicators from social media streams. | Transformers Topic Modeling NLP |
| Social Sentinel 🛡️ | Real-time Moderation: NLP system for flagging offensive content on Telegram for MeitY. | Big Data Real-time Analytics NLP |
| FileQAExpert 📂 | Document Intelligence: Vector-based search engine for querying complex government files. | RAG Document Parsing Python |
| SereneSounds 🎵 | AI Music Discovery: Recommendation engine using Collaborative Filtering & Graph similarity. | Streamlit Graph ML ALS |
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- Senior Executive (Business Analyst) @ EXL Service (Oct 2025 - Present)
- Improved customer retention from 49% to 60% via churn insight analytics.
- Project Associate (Lead AI Engineer) @ C-DAC (Jul 2024 - Oct 2025)
- Built ChatDB serving 10K+ monthly queries; improved exam monitoring efficiency by 40%.
- Big Data Intern @ MeitY (Jan 2024 - Jun 2024)
- Developed Social Sentinel for real-time offensive content flagging on Telegram.