🌱 I’m currently learning about Stable Diffusion, MLOps, GANs, Foundation Models
⚡ Fun fact: I've been to Mount Everest Base Camp Photobook here
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