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suprateembanerjee/README.md

Hey everyone! I am Suprateem, welcome to my page!

🌱 I’m currently learning about Stable Diffusion, MLOps, GANs, Foundation Models

⚡ Fun fact: I've been to Mount Everest Base Camp Photobook here

Stuff I have loved working with in the past:

Building ✨Golden Retriever

  • Langchain-based containerized full-stack RAG pipeline for querying personal emails
  • 🚀Transformers 🍃Mongo 🍃Pinecone 🔭Flask 🔭Docker 🎭React
  • Transformer trained from scratch in Keras for the purpose of translating natural language
  • 🚀Transformers 🚀Keras 🔭Flask 🔭Docker 🎭React

✨Time-Series forecasting✨ at Schneider Electric

Creating a✨Object Occlusion System✨ to hide people from videos

  • YOLOv7-based detection and background imaging pipeline created with a focus on privacy
  • 🚀CNNs 🚀Torch 🔭OpenCV

Training ✨Image Segmentation✨ models at Nimblebox

  • MaskRCNN trained to segment manufactured products on a conveyor belt and chromatic consistency analysis
  • 🚀CNNs 🚀Keras

Completing the ✨Self-Driving Car Engineer Nanodegree✨ from Udacity

  • ⚡Behavioral Cloning, ⚡Lane Tracking, ⚡Particle Filters, ⚡Extended Kalman Filters, ⚡Motion Planning
  • 🚀CNNs 🚀Keras 🔭C++ 🔭OpenCV ⭐Autonomous Vehicles

Training ✨Movie Recommendation Engine✨ at Objectsol

  • Java-based movie recommendation engine using Weka, trained on MovieLens1M
  • 🚀Recommenders 🔭Java 🔭Weka

Presenting a poster on ✨Adversarial Attacks in Autonomous Vehicles✨ at Pycon India

  • Survey conducted on various types of adversarial attacks applicable to Autonomous systems
  • 🚀Adversarial Attacks ⭐Autonomous Vehicles

Pinned

  1. English-Spanish-Translator English-Spanish-Translator Public

    A multi-container full stack application containing a Tensorflow (Keras) Transformer model translating English sentences into Spanish, served over a Flask API in the back end and a React + TypeScri…

    Python 3

  2. Golden-Retriever Golden-Retriever Public

    A Langchain-based RAG application using Angle Embeddings and Cohere Reranker to fetch relevant emails based on query.

    CSS 2 1

  3. Object-Occlusion Object-Occlusion Public

    Experiments on occluding people from video scenes

    Python 1

  4. Advanced-Lane-Finding Advanced-Lane-Finding Public

    Advanced Lane Finding Project as a part of Udacity Self-Driving Car Engineer Nanodegree

    Jupyter Notebook 1

  5. Behavioral-Cloning Behavioral-Cloning Public

    In this project, I have trained a Keras model that drives a car autonomously, around a circuit, in a simulated environment.

    Python 3

  6. Particle-Filter Particle-Filter Public

    A C++ based implementation of the Particle Filter. The simulator has been developed by Udacity which is used to visualize performance.

    C++ 1