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claude-skills
April 11, 2026 – Present
Skills that help YOU operate at staff-researcher level. The agent does the grunt work; you stay in the driver's seat. A proper workflow for polishing ideas, expressing them rigorously, and implementing them properly. Works with Claude Code + Codex.
View Projectashwin-baduni.github.io
March 29, 2026 – Present
ashwin-baduni.github.io — GitHub repository
View Projectcaptcha-ocr-from-scratch-2025
September 14, 2025 – September 14, 2025
CAPTCHA text recognition system built entirely from scratch with PyTorch.
View Projectobstacle-avoidance-and-path-planning-via-reinforcement-learning-2025
July 3, 2025 – July 3, 2025
Implemented a custom GridWorld environment with obstacles and developed reinforcement learning agents using Q-Learning, DQN, and Actor-Critic algorithms, including performance analysis tools for comprehensive training evaluation.
View Projectenhanced-gnn-model-comparison-toolkit-2025
June 23, 2025 – June 25, 2025
A comprehensive implementation and comparison of Graph Neural Network (GNN) architectures including GCN, GAT, and GraphSAGE on the classic Karate Club social network dataset. This project features advanced training techniques, interactive visualizations, network analysis, and model interpretability tools.
View Projectadaptive-transformer-trainer-automated-2025
June 23, 2025 – June 24, 2025
An intelligent PyTorch Transformer implementation from scratch with automated training, memory optimization, and dataset-aware preprocessing. This project converts notebook-based transformer training into production-ready Python scripts with smart GPU memory management and adaptive training strategies.
View ProjectAI-based-HMI-for-vehicles-project-2025
May 5, 2025 – May 5, 2025
AI-Powered HMI for Vehicles uses computer vision and deep learning to track and analyze vehicle movements in real-time, providing key insights for ADAS, traffic monitoring, and autonomous vehicles.
View ProjectAI-powered-analytics-dashboard-chatbot-2025
May 5, 2025 – May 5, 2025
Conversational AI that transforms how users interact with data. By combining advanced natural language processing with real-time analytics, it empowers anyone to extract insights, drive decisions, and command dashboards using simple conversation.
View ProjectMU-maze-hackathon-2024
May 5, 2025 – May 5, 2025
A maze hackathon in 2024 held by Mahindra University
View ProjectCultural Fit Analysis
The candidate's portfolio is heavily focused on personal projects, indicating a strong passion for data science and AI. The diversity of projects (computer vision, NLP, reinforcement learning, GNNs) suggests a broad interest in the field. However, without information on collaborative projects or professional experience, assessing cultural fit in a team environment is challenging. The candidate's experience level is listed as 0, which might indicate a recent graduate or someone transitioning, potentially requiring more mentorship in a senior role.
Soft Skills & Operational Fit
The candidate's project descriptions indicate a proactive and self-driven individual, capable of independent learning and project execution. The focus on building systems from scratch suggests a strong problem-solving aptitude. However, without formal work experience or psychometric test results, it is difficult to assess operational fit, teamwork, or stress handling capabilities.