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Vishal-sys-code/README.md

Vishal S. Pandey

Machine Learning Research Engineer | Systems & AI

Building at the intersection of Generative AI, Neuromorphic Computing, and High-Performance Systems.

Building DeepBrain Labs

Email GitHub Scholar X

Selected Research & Engineering

Architecting intelligence through novel algorithms and systems-level optimization.

Spiking neural variant of Decision Transformers for energy-efficient reinforcement learning. arXiv Paper

Precision agriculture system leveraging deep learning for crop and soil analysis. arXiv Paper

Adaptive urban traffic signal control framework using Reinforcement Learning.

Autonomous cybersecurity pipeline for penetration testing and threat detection.


Technical Arsenal

Domain Technologies
Languages C C++ Python
Deep Learning PyTorch TensorFlow JAX
LLMs & Agents LangChain, LlamaIndex, OpenAI API, RAG, HuggingFace Transformers
ML Ops & Tools Docker Git Linux
Data Science Pandas, NumPy, Scikit-learn, Matplotlib, SQL

Publications


Other Notables (Archive)

Building DeepBrain Labs

Advancing the frontier of Cognitive Architectures and Autonomous Systems.


Ready to build the future? Let's talk.

BlogX (Twitter)

Pinned Loading

  1. machine-learning-complete-guide machine-learning-complete-guide Public

    The Complete Machine Learning Repository

    Jupyter Notebook 9 1

  2. deep-learning-complete-guide deep-learning-complete-guide Public

    The Complete Deep Learning

    Jupyter Notebook 4

  3. neuromorphic_decision_transformer neuromorphic_decision_transformer Public

    Spiking Decision Transformer: Efficient Reinforcement Learning with Event-Based Sequence Modeling

    Python 1 1

  4. AgenticCyberOps AgenticCyberOps Public

    This is an autonomous cybersecurity pipeline.

    Python 1

  5. AgroSense AgroSense Public

    AgroSense: Crop Recommendation System

    Jupyter Notebook 2

  6. SmartTraffic-RL SmartTraffic-RL Public

    A Gym-style RL environment and benchmark for adaptive urban traffic signal control using macroscopic flow models (with optional SUMO integration).

    HTML 2