- GenAI Research Agent: An autonomous research assistant that uses LLMs to read papers, summarize findings, and suggest new directions for exploration. Repository Link
- Neuromorphic Decision Transformer (arXiv Paper): A spiking neural variant of Decision Transformers, designed to reduce inference energy while maintaining strong policy performance. Repository Link
- SmartTraffic-RL: A reinforcement learning framework for adaptive urban traffic signal control, including a custom gym-style RL environment with SUMO integration. Repository Link
- Repo Ingestion Agent: An agent that ingests GitHub repositories, parses code/documentation, and structures them for downstream LLM tasks. Repository Link
- KibouChan: A chatbot focused on mental wellness and positive interactions, blending conversational flow control with LLMs. Repository Link
- AgroSense (arXiv Paper): A crop recommendation system leveraging soil and climate data, built for precision agriculture and sustainable farming. Repository Link
- AgenticCyberOps: An autonomous cybersecurity pipeline for penetration testing, threat detection, and automated response. Repository Link
- NumPyLiteC: A lightweight C-based reimplementation of NumPy-like operations, designed for speed and minimal footprint. Repository Link
- PDF2Podcast: Converts research papers and PDFs into podcasts using summarization and text-to-speech. Repository Link
- pandas.c: A systems-level reimplementation of core Pandas features in C, exploring performance and efficiency trade-offs. Repository Link
- Handwritten Recognition (MNIST): A deep learning model for digit recognition on the MNIST dataset. Repository Link
- Wave Function Collapse: Procedural content generation using the WFC algorithm. Repository Link
- Stay Productive: A simple productivity app for tracking tasks, focus sessions, and consistent workflow. Repository Link
- Command-Line Game: A lightweight interactive terminal game showcasing UI/UX in the command line. Repository Link
- Signature Verification (CNN, SNN, CSNN): Verifies signatures using convolutional and spiking neural network architectures. Code Link
- Drowsiness Detection: Detects driver drowsiness using data and image inputs for real-time safety applications. Code Link
- Malware Detection (DT, SVM, LR, NN): A comparative study of classical ML and neural approaches for malware detection. Code Link
- Signature Verification (RNN / C-RNN / B-RNN): Explores recurrent architectures (vanilla, conditional, bidirectional) for signature verification. Code Link
- Real Forge Signature Detection: Distinguishes between forged and genuine signatures using image-based models. Code Link
- Evaluate OpenLLMs for Text Summarization: Benchmarks open-source LLMs on summarization tasks, comparing quality vs inference cost. Code Link
- Diabetes Prediction and Classification (Bachelor’s Project): Predicts diabetes types with feature importance analysis, preprocessing, and model comparison. Code Link
- Spiking Decision Transformer: Neuromorphic adaptation of Decision Transformers. Paper Link
- AgroSense: Precision agriculture system for crop recommendation. Paper Link
- Diabetes Prediction and Its Types: Undergraduate research project exploring classification of diabetes subtypes.
I sincerely thank my dear friend Debasmita for her kind support and invaluable help with the Spiking Decision Transformer and AgroSense projects.
- Email: pandeyvishal.mlprof@gmail.com
- GitHub: Vishal-sys-code
- Blog & Writings: vayishu.bearblog.dev
- X: its_vayishu
- Google Scholar: vayishu-gscholar