Lead MLE | Kaggle Grandmaster
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
two-faces-of-entropy
May 29, 2026 – Present
Two interpretations of entropy and cross-entropy — probabilistic (expected surprise) and information-theoretic (compression) — paired with applied projects (Akinator, Wordle, LLM 20 Questions) that show what each view buys you.
View Projectml-training-logs
May 3, 2026 – Present
Training logs from my gradient descent through ML — from-scratch PyTorch implementations accompanying every blog post and paper explanation at tanulsingh.github.io
View Projectkaggle_siim_covid
July 9, 2021 – August 11, 2021
Solution for the SIIM-FISABIO-RSNA COVID-19 Detection competition
View ProjectEmotion-and-its-Stimulus-Detection
June 1, 2020 – June 2, 2020
Detection of Emotion and its cause from text
View ProjectHumour.ai-Language-model-that-can-crack-Jokes
May 20, 2020 – May 20, 2020
Language Model that makes you Laugh .
View Projectneuralnetwork-fromscratch-python
November 18, 2019 – May 13, 2020
This is a deep n layered neural network written from scratch in Python
View ProjectTitanic-Dataset-Analysis
November 18, 2019 – May 13, 2020
EDA,Feature Engineering and Modelling for classical Titanic Problem
View ProjectZS-Data-Science-Challenge-2019
November 18, 2019 – November 18, 2019
This is the solution to the problem of the first round of ZS Data Science challenge 2019
View ProjectCultural Fit Analysis
The candidate's projects indicate a strong self-starter attitude and a passion for exploring various data science challenges, including Kaggle competitions. This aligns with a culture that values continuous learning and initiative. However, the lack of team-based projects or professional experience makes it difficult to fully assess collaboration and broader cultural fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or work experience provided.