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saksham-program/README.md

Saksham Jagetiya — AI Product Builder, Pune, India

What I build — AI and ML systems, AI reliability, product engineering, and data and analytics.

What I do and what I love — AI/ML engineering, AI product building, data & analytics, full-stack development; interests: Gaming, Anime, Building side projects


What I care about — build useful things, understand why systems fail, and keep engineering practical.

Currently building — AI reliability, multimodal AI, intelligent products, backend architecture, model evaluation, and practical AI systems.

// THINGS I’VE BUILT

# Project What it does
01 AI Reliability & Hallucination Analyzer ↗ Audits LLM outputs for hallucination risk, overconfidence, logical consistency, ambiguity and prompt sensitivity.
02 AI Interview Intelligence ↗ Combines speech, NLP and facial engagement signals to generate structured interview evaluation reports.
03 IdeaDepth ↗ Helps users reason through career, education, startup and life decisions using context, trade-offs and conditional recommendations.
04 GigFlow ↗ Full-stack freelance marketplace with JWT authentication, MongoDB transactions and real-time hiring notifications.
05 Credit Risk Analytics ↗ End-to-end ML workflow for credit default prediction, feature engineering and imbalanced-class evaluation.
06 Yumify ↗ Full-stack mess-management platform covering ordering, wallets, analytics, roles and AI-assisted features.

Tech stack — Python, Java, C++, JavaScript, TypeScript, SQL, scikit-learn, Pandas, NumPy, NLP, React, Next.js, Node.js, Express, PostgreSQL, MongoDB, Supabase, REST APIs, Git and GitHub


How I work — animated engineering workflow from Idea to Prototype to Test to Break to Fix to Ship, followed by feedback and iteration.

Identity card — Saksham Jagetiya, AI Product Builder, B.Tech CSE · AI & Analytics, Pune, India


// LET’S BUILD SOMETHING USEFUL

I’m open to internships, collaborations, technical conversations and interesting problems.

Saksham pointing toward the links

GitHub — saksham-program



LinkedIn — Saksham Jagetiya

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  1. ai-reliability-hallucination-analyzer ai-reliability-hallucination-analyzer Public

    An AI reliability system that audits LLM outputs to detect hallucinations, overconfidence, and trust risks with explainable scoring and a production-style UI.

    Python

  2. AI-Interview-Intelligence AI-Interview-Intelligence Public

    A production-ready multimodal AI system that analyzes video interviews using speech, NLP, and facial cues to generate explainable hiring intelligence.

    Python

  3. credit-risk-analytics credit-risk-analytics Public

    End-to-end machine learning system for credit risk analysis and loan default prediction, with EDA, feature engineering, model evaluation, and a Streamlit web app.

    Jupyter Notebook

  4. AI-Powered-Finance-Chatbot AI-Powered-Finance-Chatbot Public

    CLI-based Python trading bot for Binance USDT-M Futures Testnet. Supports market, limit, and stop-limit orders with input validation, robust error handling, and detailed logging. Built for testing …

    Python