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BhuvaneshWadhwani/README.md
Hi, I'm Bhuvanesh

Typing SVG

Pixel-art space shuttle counting down and launching past satellites

🌌 "The Earth is the cradle of humanity, but one cannot live in a cradle forever." · Tsiolkovsky

🛰️ About Me

I'm an M.Sc. Social and Economic Data Science student at the University of Konstanz, Germany, with a background in behavioural research and statistical modelling.

Alongside my studies, I work as a Software Developer at w3 data, contributing to the development of existing weather-data processing systems and exploring new methods for processing meteorological data.

My technical interests span Machine Learning, Deep Learning, and Computer Vision, particularly object detection, image analysis, and the application of AI to complex real-world data. I'm also interested in geospatial and remote-sensing applications, together with broader developments in applied AI.

🧰 Tech Stack

Languages

Python R SQL

Machine Learning & Computer Vision

PyTorch scikit-learn OpenCV Transformers Hugging Face

Deployment & Tooling

ONNX TensorRT Git Linux

🎯 Areas of Interest

  • 👁️ Computer Vision: object detection and image analysis
  • 🧠 Machine & Deep Learning: applying AI to complex real-world data
  • 🛰️ Geospatial & Remote Sensing: satellite imagery and earth-observation applications
  • 🌦️ Meteorological Data: new methods for processing weather data
  • ⚙️ Applied AI: following and experimenting with broader developments
Animated dark fantasy pixel-art GitHub contribution meadow

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  1. rocket-launch-failure-prediction rocket-launch-failure-prediction Public

    Machine learning models for predicting rocket launch failures using historical launch data.

    Jupyter Notebook

  2. heatwave-water-scarcity-simulation heatwave-water-scarcity-simulation Public

    Multi-agent simulation of water allocation during heatwaves using LLM-based agents.

    Jupyter Notebook 1

  3. local-rag-chatbot local-rag-chatbot Public

    Local LLM chatbot built with Hugging Face Transformers featuring conversation memory, prompt engineering, output validation, and a RAG-ready architecture.

    Python

  4. satellite-disaster-change-detection satellite-disaster-change-detection Public

    Change detection in pre- and post-disaster satellite imagery using custom CNNs and pretrained models for damage assessment and cross-disaster transfer analysis.

    Jupyter Notebook

  5. depth-estimation-anomaly-detection depth-estimation-anomaly-detection Public

    Segmentation, depth estimation, and anomaly detection with pretrained vision models.

    Python

  6. realtime-cone-detection realtime-cone-detection Public

    Real-time traffic cone detection with RT-DETRv4-S (HGNetv2 backbone with DINOv3 distillation), trained on the FSOCO dataset and deployed as a TensorRT FP16 engine. It runs at about 142 FPS on an RT…

    Python