Skip to content
View PredictiveManish's full-sized avatar
๐Ÿ 
Working from home
๐Ÿ 
Working from home

Block or report PredictiveManish

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
PredictiveManish/README.md

Hi, I'm Manish Tiwari ๐Ÿ‘‹

AI Engineer ยท MLOps ยท Open Source Contributor

Typing SVG

github linkedin twitter medium huggingface Website


๐Ÿ‘จโ€๐Ÿ’ป About Me

  • ๐ŸŽ“ Final-year Computer Science student @ IKGPTU, Punjab (Class of 2027) ยท Ex-Navodayan
  • ๐Ÿข Automation Intern @ Smartivity Labs (Junโ€“Aug 2026) โ€” built a Slack-integrated project platform used by 100+ designers & managers across 200+ projects
  • ๐Ÿ› ๏ธ Currently building: JanDrishti (govt transparency platform) & LocalMind (local LLM recommender)
  • ๐Ÿ“ฆ Published 3 packages on PyPI: saferun-ai, localmind-ai, hack-evm
  • โœ๏ธ Writing about AI systems, MLOps & research culture on Medium
  • โšก Fun fact: trained a 4.2M-parameter multilingual GPT from scratch on a GTX 1650 4GB

๐ŸŒฑ Open Source

100+ PRs opened ยท 40+ merged ยท 30+ organizations

Hugging Face ยท CHAOSS/Augur ยท Moss ยท shap ยท pandas ยท sunpy ยท sktime ยท skrub ยท CPython ยท browser-use ยท evo ยท surya ยท OpenLibrary โ€ฆ

โ†ณ Built Bharat Benefits, a voice-first RAG agent (STT โ†’ Retrieval โ†’ LLM โ†’ TTS) merged into Moss

๐Ÿš€ Featured Projects

Project What it does
๐Ÿ›๏ธ JanDrishti Government transparency platform โ€” budgets, expenditure vs budget, CAG findings, live PIB feed, all states & UTs
๐Ÿง  LocalMind Scans your hardware and recommends local LLMs that actually fit โ€” pip install localmind-ai
๐Ÿ›ก๏ธ SafeRun AI Docker sandbox + AST scanner for securely executing untrusted AI-generated Python โ€” pip install saferun-ai
๐Ÿ—ฃ๏ธ Trimurti-LM 4.2M-parameter multilingual (EN/HI/PA) GPT trained from scratch ยท perplexity 3.32
๐Ÿ‡ฎ๐Ÿ‡ณ Bharat Benefits Voice-first agent for Indian welfare scheme discovery โ€” merged into Moss
๐Ÿ“‰ ML Drift Monitor MLOps concept-drift detection โ€” FastAPI, dashboards, Discord alerts, CI/CD

๐Ÿ“Š GitHub Stats

PRs opened Merged PRs Public repos Followers

๐Ÿ”ฅ Streak

GitHub streak

๐Ÿ‘€ Profile Views

Profile Views


Pinned Loading

  1. SafeRun-AI SafeRun-AI Public

    Secure sandbox execution for AI-generated Python code.

    Python 4

  2. trimurti-lm trimurti-lm Public

    A 4.2M parameter model GPT-2 style multilingual model, trained on ~450K rows of dataset of three languages.

    Python 2

  3. bharat-benefits bharat-benefits Public

    A simple agent to directly access the information about Indian government schemes. (In progress)

    Python 1

  4. Energy-Optimization-Platform Energy-Optimization-Platform Public

    AI Powered Energy optimization and Forecasting using intelligent dashboards

    Python 1

  5. ai-caption-generator ai-caption-generator Public

    This project will help you in generating directly captions through a streamlit dashboard.

    Python 1

  6. mlops-drift-detector mlops-drift-detector Public

    A ML model drift detection system

    Python 2