cities project

Simple RAG and LLM system implementation

Graph RAG example

website

CHETNA-Road: Gridded 2021 CO2 and pollutant emission dataset for 15 Indian cities

Local ai agent

congestion dashboard

new agent

A spatial dynamic wind power forecasting project using data-driven machine learning methods like graph neural networks

Bitcoin Forecast

Code relating to the article How To Automate and Simplify Your Machine Learning Experiment Workflow

Portfolio

Cryptocurrency dashboard with top 25 tokens

Data Scientist

Case study on store item demand forecasting

Time series analysis on household power consumption data

Levenshtein distance of name "Luca"

Computer vision project on camera calibration and other tasks

Graph Neural Network implementation using DGL and benchmark datasets

GCN, GAT implementation using pytorch geometric on the cora dataset

MLflow pipeline of twitter spam detection problem

Docker container for running the spam detection experiment

Data mining project - data cleaning, feature extraction, model building, hyperparameter tuning with cross validation, PCA

Optimization using CVXPY python library

Experimental analysis of KNN by using waveform dataset

Spam detection task on twitter dataset

Image augmentation of birds dataset with neural networks and also some pretrained models

Kaggle NLP competition (2021) among several universities in France (secured 8th place overall)

Tweet sentiment analysis using various deep learning algorithms ranging from MLP, CNN, RNN to Transformers