Name: Sachin Umrao
Type: User
Company: Fidelity Investments
Bio: B.Tech. - M.Tech.,
Mechanical Engineering, IIT Kanpur,
Interested in applications of Deep Learning in Computer Vision, NLP and Reinforcement Learning
Location: Bangalore, Karnataka, India
Blog: https://sachinumrao.github.io
Sachin Umrao's Projects
SageMaker Course Material
Build RAG Q&A for youtube videos using Whisper and LLMs
Tutorials on Autoencoders
A collection of random scripts to run different benchmarks
This repo contains codes for using BERT model and its derivatives for various tasks
Data Structures in Python
Example Repo for the Udemy Course "Deployment of Machine Learning Models"
Django Web Development Tutorial
Generative Adversarial Network implementation in Keras and Tensorflow
A repo for GNN tutorials and projects
GUI for Data Visualization
A RAG based QA bot for finance domain
Kaggle Competition Solutions
basic models implemented in keras
Experiments on knowledge distillation
Learning JAX for deep learning
A chatbot interace that leverages llama2 model in the backend
a semantic search for movies
Tutorials for basic NLP tasks
Notes
Codes for Unity's Obstacle Tower Challenge
machine learning projects
Set of tutorials for deep learning models in pytorch
Applications of Reinforcement Learning
A repo for rust tutorials
Config files for my GitHub profile.
WEB BLOG POSTS
Beginner level exercises for learning scala programming language