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Subodh-17/README.md

SUBODH BANSODE

AI/ML • DATA • COMPUTER VISION • OPEN SOURCE

Building practical AI/ML and data-driven systems, contributing to open source, and solving real-world problems with software.

B.Tech CSE | AI/ML & Data Focus | Open-source Contributor


GitHub Instagram Email

🎯 Core Focus

🤖 AI / Machine Learning 📊 Data & Analytics 👁️ Computer Vision
🛰️ Satellite / Remote Sensing 🛠️ Open Source 🌐 Full-Stack AI Systems

💻 Technologies

AI / ML
Python PyTorch TensorFlow scikit-learn Keras

Data
NumPy Pandas PostgreSQL PostGIS

Backend / Web
FastAPI Node.js React Vite

DevOps / Engineering
Git GitHub Docker Kubernetes

Other
Solidity IPFS OpenCV Hugging Face

🚀 Selected Projects

Predictive Logistics — SIH 26251

AI-driven logistics and supply-chain optimization system.

  • Built with React/Vite, FastAPI, and PostgreSQL/PostGIS.
  • Focuses on scalable data-driven routing and predictive analysis.

Marine Pollution Intelligence — SIH 26143

Oil-spill detection utilizing computer vision and satellite imagery.

  • Processes Sentinel-1 SAR data using Machine Learning.
  • Full-stack delivery via FastAPI and React.

Blue Carbon MRV

Sustainability and environmental data tracking.

  • Powered by Node.js, Solidity, and blockchain technology.
  • Designed for transparent environmental reporting and MRV (Measurement, Reporting, and Verification).

Stock Prediction (Stockvision)

Time-series forecasting for financial data.

  • Implements regression models and LSTMs.
  • Built utilizing Python and Scilab toolkits.

🛠️ Open Source Contributions

Open source is a critical part of my workflow. I actively contribute to foundational AI/ML infrastructure and developer tooling.

Current OSS Work

Actively working on improvements and bug fixes for:

Merged OSS Contributions

Contributions successfully integrated into upstream open-source repositories are tracked on my GitHub timeline.

📈 GitHub Activity

GitHub Contribution Chart

🔭 Current Focus

Currently focused on:

  • AI/ML engineering
  • Data-driven systems
  • Computer vision
  • Open-source contributions
  • Building practical software
Build. Contribute. Learn. Repeat.

Pinned Loading

  1. huggingface/transformers huggingface/transformers Public

    🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

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    Open-source data movement for ELT pipelines and AI agents — from APIs, databases & files to warehouses, lakes, and AI applications. Both self-hosted and Cloud.

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  3. modelscope/ms-swift modelscope/ms-swift Public

    Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.8, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM5.3, Gemma4, Llava, P…

    Python 15.8k 1.7k

  4. corsairdev/corsair corsairdev/corsair Public

    Connect your users to their apps

    TypeScript 13.4k 682