Samden's Projects
A Basic tutorial for beginners in Data Science. Contains step by step solution on the Titanic Dataset.
This is a project based on a research paper to detect fatigue levels of a person through a photograph.
This repository contains my approach to the Predict The Flight Ticket Price Hackathon conducted by Machine Hack
This repository contains our approach to Hindustan Unilever BFS Hackathon help at Unilever Offices in Bangalore.
The objective was to pick the likely best-performing eleven players using the data from the past IPL seasons. This is the third place solution to the first phase of conducted by St Joseph's College Hackathon.Showcases Data Wrangling and Data Visualization.
Kaggle: Costa Rican Household Poverty Level Prediction competition. Completed in the Top 7% of the competition.
A tutorial depicting my approach to this ML problem. Showcases data munging, visualisation and analysis. Top 20% prediction score.
This repository contains the project from the article "Pothole Detection with Mask RCNN".
This is the 3rd place solution to the Discount Prediction Competiton conducted by St Joseph's College.
The repository contains the approach to the "Predict A Doctor's Consultation Fee Hackathon" conducted by machinehack.
This repository contains the approach that led us to win the MLDS Republic Day Hackathon.
Portfolio Website: https://samdenlepcha.github.io/
This repository contains the code for the paper: "DeToxy: A Large-Scale Multimodal Dataset for Toxicity Classification in Spoken Utterances"
This repository contains the IPython Notebook that uses a Stacked ensembling model to classify Tweets for telecom companies of India.