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Subodh-17/README.md

Hi, I'm Subodh 👋

B.Tech ('28) | AI/ML & Data Engineering | Open Source Contributor

I am a software engineering student focused on building intelligent data pipelines, predictive models, and robust backend systems. I specialize in bridging the gap between raw data—including geospatial, time-series, and remote sensing inputs—and actionable decision-support applications.

🛠️ Technical Arsenal

Languages: Python, Java, TypeScript, JavaScript   AI/ML: PyTorch

Backend and Data: FastAPI, Node.js, PostgreSQL   Tools: Docker, Git, Linux

🚀 Featured Engineering Work

Marine Pollution Intelligence An end-to-end prototype pipeline that detects maritime oil spills via Sentinel-1 SAR imagery and correlates drift hindcasting with historic AIS traffic for vessel attribution scoring.

  • Tech: Python, FastAPI, React, Machine Learning

Predictive Logistics A Dockerized full-stack simulation engine using PostGIS routing and predictive models to foresee forward supply chain shortages using synthetic scenarios.

  • Tech: Python, FastAPI, PostgreSQL / PostGIS, React, Docker

Blue Carbon MRV A demonstration platform for coastal blue carbon measurement, reporting, and verification, using synthetic demo data and tokenized demo credits.

  • Tech: Node.js, Solidity, PostgreSQL, HTML/CSS

StockVision An interactive Scilab desktop application for stock-market analysis, model comparison, walk-forward validation, and backtesting.

  • Tech: Scilab, Quantitative Analysis

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.

    Python 167k 34.8k

  2. airbytehq/airbyte airbytehq/airbyte Public

    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.

    Python 22.2k 5.4k

  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 13.7k 693