Skip to content
View cattolatte's full-sized avatar
:shipit:
In the zone. (do_not_disturb = true)
:shipit:
In the zone. (do_not_disturb = true)
10 followers · 14 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

Highlights

  • Pro

Block or report cattolatte

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
cattolatte/README.md
Profile Banner



Typing SVG



        

> cat /home/nischal/about.yaml


  name:       Nischal
  alias:      [ cattolatte, coderstale ]
  location:   India
  role:       CS Undergrad @ Geethanjali College of Engineering & Technology

🎯 focus_areas

 🛡️  Offensive Security & Exploit Detection
 🧠  Deep Learning, NLP & Transformers
 🤖  LLMs, RAG Pipelines & GenAI Agents
 ⚙️  RL Automation, CI/CD & MLOps

📡 currently

 🔨  Building NLP frameworks & GenAI tools
 🔬  Exploring Adversarial ML & Red Team AI
 🤝  Open to ML, GenAI & Cybersec collabs
 🐱  Solving all problems with cats

"Break it to understand it. Build it to master it."



> ./scan_arsenal.sh --verbose


🔤 Languages & Core

🧠 AI / ML / Deep Learning

🛠️ Frameworks & Backend

🛡️ DevOps & Security


> neofetch --github-stats


  




Activity Graph

Snake Animation


> ls -la ~/projects/ --sort=impact

💡 Click any project title to explore the repo



Advanced from-scratch NLP framework built with PyTorch for training, fine-tuning, and deploying transformer-based models. Full MLOps pipeline with modular architecture.

Declarative orchestration engine with computational memory for AI workflows. Enables real-time meta-analysis of data and model performance across pipeline stages.

Deep vulnerability scanner leveraging Nmap and custom detection modules. Generates detailed security assessment reports with severity classification.

Gamified CTF-style portfolio where you exploit misconfigurations, outsmart an AI sentinel, and capture the root flag to win. Interactive terminal in the browser.

Reinforcement learning + computer vision automation bot. Trains a YOLOv8 model with custom RL reward shaping for real-time game interaction.

Full-stack image similarity engine with a custom high-performance C backend for feature extraction and an interactive web frontend with visual clustering.

Smart IoT-based AQI prediction using a dual-head neural network. Real-time ML inference on Arduino with live display output and classification.

End-to-end sentiment analysis on movie reviews with a custom-trained transformer model, ONNX export, and a robust Java backend for inference.

Lightweight, modular Python web framework built from scratch with routing, Jinja2 templating, authentication, and session handling.

Roleplay-ready Discord bot (as Ganyu from Genshin Impact) with moderation tools, interactive responses, and auto-scheduling features.


> cat /dev/random/meme


Cat Meme 



// nischal's debugging workflow

while (bug.exists()) {
    coffee.drink();
    cat.pet();
    code.stare_at();

    if (Math.random() > 0.5) {
        bug.fix();          // rare event
    } else {
        blame("compiler");  // standard procedure
    }
}

console.log("works on my machine ¯\\_(ツ)_/¯");


Thanks for scrolling through my terminal.
Star what you like, fork what inspires you, and let's build something cool together.



  



Random Dev Quote

Pinned Loading

  1. InferFlow InferFlow Public

    InferFlow is a declarative engine designed to simplify the creation and execution of complex pipelines. Its groundbreaking Chrono-Compute feature introduces the fourth dimension time to your workfl…

    Python 3

  2. zenith-nlp-framework zenith-nlp-framework Public

    A comprehensive toolkit to build, train, and deploy modern NLP models from the ground up. Features from-scratch BERT, GPT, PEFT (LoRA), and a complete MLOps workflow.

    Python 2 1

  3. Project-CoderStale Project-CoderStale Public

    Think you can hack this? A gamified portfolio where you must exploit misconfigurations and outsmart an AI sentinel to win. Built with React and a TensorFlow-powered backend.

    JavaScript 2 1

  4. Jerry-Bot Jerry-Bot Public

    JavaScript 2

  5. image-similarity-search-v2 image-similarity-search-v2 Public

    A high-performance image similarity search engine built from scratch. Features a C backend with a custom k-d tree implementation for efficient nearest-neighbor search, and a Python/PyTorch pipeline…

    C 3 1

  6. movie-sentiment-analyzer movie-sentiment-analyzer Public

    A Java application that uses a custom-trained PyTorch model (via ONNX) to perform sentiment analysis on movie reviews, with results stored in a MySQL database.

    Java 4 1