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Tushar365/README.md

MasterHead

Hey, I'm Tushar Thokdar 👋

AI Engineer building practical machine learning & generative AI systems.

LinkedIn Kaggle Email

🧠 What I Work On

I design and build end-to-end AI systems, with a focus on:

  • Fine-tuning LLMs (Qwen, LLaMA) and vision models (DINOv2, Clay, Prithvi)
  • Computer vision for satellite imagery — damage assessment & change detection
  • Production-ready backends using FastAPI & PostgreSQL
  • Model optimization for deployment, latency, and edge constraints

I prefer systems that ship, not just experiments that stay in notebooks.

🛠️ Tech Stack

AI / ML
PyTorch · TensorFlow · Hugging Face · scikit-learn · OpenCV

Generative AI
LLM Fine-tuning · RAG · LangChain · Embeddings . Chatbot

Backend & Data
FastAPI · Flask · PostgreSQL · Convex

Infra & Tooling
Git · Docker · Linux · Jupyter

Cloud AWS . GCP

🎯 Current Focus

  • Satellite imagery analysis pipelines (pre/post-event comparison)
  • Scalable AI APIs for real-world use cases
  • Deepening expertise in transformers and practical MLOps

Tushar's GitHub Activity Graph

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  1. GEE-Prithvi_EO_2.0-Finetune-BurnScar-End2End GEE-Prithvi_EO_2.0-Finetune-BurnScar-End2End Public

    A comprehensive, end-to-end geospatial pipeline for wildfire damage assessment. Integrates Google Earth Engine (GEE) data harvesting with NASA-IBM Prithvi EO 2.0 (Vision Transformer) fine-tuning to…

    Jupyter Notebook

  2. FireWatch-Wildfire-Damage-Detection-with-Prithivi-EO-2.0 FireWatch-Wildfire-Damage-Detection-with-Prithivi-EO-2.0 Public

    AI-powered wildfire damage detection using IBM/NASA Prithivi-EO-2.0 foundation models and hybrid spectral analysis for high-precision burn mapping.

    Python

  3. nextedge-morpheus nextedge-morpheus Public

    Jupyter Notebook 2

  4. finetune-changeformer finetune-changeformer Public

    Jupyter Notebook

  5. discord_digest_V2-running discord_digest_V2-running Public

    Python

  6. -MangoCheck-CNN-Disease-Detection -MangoCheck-CNN-Disease-Detection Public template

    🥭🥭Mango Disease Prediction CNN Deep Learning Project using Streamlit🥭🥭 Description: This project tackles the challenge of accurately identifying and classifying mango diseases using a Convolutional…

    Python