Projects

Gnosis

Local markdown knowledge graph & search agent.

Gen AI: Best Practices

A comprehensive, educational guide and resource hub dedicated to Gen AI and LLMs.

Personal AI Agent Tools

A collection of CrewAI based AI Agent tools for personal usage.

Personal Knowledge Management Chatbot

An AI tool for efficient retrieval of information from a custom knowledge base.

Walmart Sales Forecasting

A time-series forecasting system with advcanced models.

Book Recommender

An AI tool recommending books based on user's interest.

NLP Projects

Fine-tuning pre-trained BERT for downstream classification tasks.

COVID-19 Dashboard

A COVID-19 Dashboard using data from JHU updated regularly.

Time Series Project

Dynamics of Disease Transmission and Human Behavior.

Gender Identification Face App

A ML Flask App for predicting gender based on face image.

Personalized Medicine

Multi-class text classification.

Bio-Shiny

Visualization tools for sequencing / biological data.

m6A-seq Data Analysis

A Protocol for m6A-seq Data Analysis.

Notebooks for Graduate-Level Courses

Natural Language Processing

MIT 6.861 (2022).

Data Structures and Algorithms

CS124 (2022).

Data Structures and Algorithms (Basics)

ᐕ)⁾⁾ (2021).

Data Science

CS109ab (2021).

Basics of Statistical Inference

BST222 (2021).

Applied Regression Analysis

BST210 (2021).

Notebooks for Online Courses

Stochastic Methods Notes

Harvard AM207 (2024)

LLM Agents Notes

UCB LLM Agents Guest Lectures (2024)

LeetCode Repository

Algorithm Problems Solved in 2022.

Machine Learning Notes

MITx 6.86x (2021).

Data Analysis Notes

MITx 6.419x (2021).

Matrix Methods Notes

MITx 18.065 (2021).

Probability and Statistics Notes

MITx 6.431x (2020) & 18.6501x (2021).

Bayesian Statistics Notes

MOOC UCSC (2020).

A/B Testing Notes

A/B Testing (Udacity) (2022).