
AI ML Development DSA Data Science Financial Mathematics and everything in between
AI is analyzing your overall score…
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
TRM-Re-Implementation
May 18, 2026 – Present
This repo aims to reimplement TRMs by Samsung, at a very basic level, being able to train the model to play sudoku and benchmark it compared other other frontier models of the similar size
View ProjectVoice-based-ai-assistant-
April 19, 2026 – Present
Simple implementation of voice based ai assistant with TTS, made using langchain and groq for llm provider
View ProjectViT
February 19, 2026 – Present
Naive implementation of Vision Transformer using Custom attention mechanism to compare accuracy against one another
View ProjectReinforcement-Learning
February 3, 2026 – Present
Notebooks containing python implementation of simple and complex RL problems ranging from Temporal Difference problems to GRPO and other policy gradient optimizations
View ProjectGradient-Inversion-Attack
December 12, 2025 – Present
Implementing gradient inversion attack, an algorithm used in distributed machine learning to recover private data from model gradients
View ProjectFed-Learning-From-Scratch
December 12, 2025 – December 12, 2025
Here is my implementation of federated learning, also called distributed machine learning, where multiple clients can train individual models on private data and then the weights will be aggregated in the end to make a model which can perform well on cumulative datasets.
View ProjectML-Based-Volatility-Arbitrage-stratergy
August 19, 2025 – August 19, 2025
This repo contains models and notebooks that work on historic SPY data and use a simple IV-RV arbitrage strategy as well as ML enhanced regime detection strategy to trade SPY option chain
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards research and implementation in advanced AI/ML topics. The diversity of personal projects suggests a self-driven individual with a passion for exploring new technologies. However, the lack of team-based projects or professional experience makes it difficult to fully assess cultural fit in a collaborative work environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.