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:

Developing ✨Gig Match✨

• BM25F (weighted BM25) + Binary-Quantized HNSW-Indexed Hybrid Multi-stage Retrieval pipeline, Llama3.7b-based knowledge extraction + validation pipelines
• 🚀HybridRAG 🍃Weaviate 🎭Streamlit

Building ✨Golden Retriever✨

• Langchain-based containerized full-stack RAG pipeline for querying personal emails
• 🚀Transformers 🍃Mongo 🍃Pinecone 🔭Flask 🔭Docker 🎭React

Creating a✨English to Spanish Language Translator✨

• Transformer trained from scratch in Keras for the purpose of translating natural language
• 🚀Transformers 🚀Keras 🔭Flask 🔭Docker 🎭React

✨Time-Series forecasting✨ at Schneider Electric

• Temporal Fusion Transformer trained on large volumes of work-order data to predict demand
• 🚀Transformers 🚀RNNs 🚀Torch

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