root@kali:~/portfolio$ cat identity.txt

Hi, my name is Nischal.

I build intelligent, end-to-end systems with a focus on Machine Learning, Natural Language Processing, and Cybersecurity.

git clone github.com/cattolatte

01. About Me

I'm a Computer Science Undergrad at Geethanjali College of Engineering & Technology, driven by a passion for building robust, scalable, and intelligent applications from the ground up. My work spans the full spectrum of development from low-level systems in C to advanced, distributed AI pipelines.

My core focus is on the intersection of Machine Learning and Cybersecurity, where I enjoy creating custom NLP models, developing security tools, and designing complex, data-driven systems. I thrive on architecting complete solutions, from MLOps and deployment to crafting interactive frontends.

# Fun fact: I secretly believe all problems can be solved with cats.

Core Competencies:

AI & ML Engineering
Full-Stack Development
Cybersecurity & Automation
Distributed Systems
MLOps & Deployment
Low-Level Programming
Interactive Web Apps
Custom Framework Design

02. Technical Skills

htop - cattolatte@kali Uptime: 4y 2m | Tasks: 12 | Load: 0.42

ML&NLP

95.2%

Backend

90.0%

CyberSec

85.4%

Frontend

80.1%

PID COMMAND STATE CPU% MEM%

1024 python3 RUNNING 24.3 18.7

1337 torch.cuda RUNNING 19.8 42.1

2048 dockerd RUNNING 12.1 8.4

3001 uvicorn RUNNING 8.6 5.2

3000 next-server RUNNING 7.2 11.3

4096 java -jar SLEEPING 3.4 22.8

1338 transformers RUNNING 15.9 31.6

0007 gcc -O3 SLEEPING 2.1 1.2

03. Featured Projects

NEW

HemoConnect

A specialized social platform designed to reduce isolation within the Hemophilia community. Leverages AI-powered peer matching using Hugging Face embeddings stored in Supabase with pgvector, calculating cosine similarity to connect patients with relevant peers. Built with Next.js 16, Server Actions, and Supabase SSR Auth with strict Row Level Security.

View on GitHub

Zenith NLP Framework

An advanced, from-scratch NLP framework in PyTorch for training, fine-tuning (with LoRA), and deploying modern transformer models, featuring a full MLOps suite with Hydra, MLflow, and Docker.

View on GitHub

InferFlow Engine

A powerful, declarative orchestration engine that introduces computational memory to AI workflows using a time-series database, enabling real-time meta-analysis and human-in-the-loop verification.

View on GitHub

Project CoderStale

A gamified, interactive terminal portfolio where you must exploit misconfigurations in a simulated filesystem and outsmart an AI sentinel (a TensorFlow model) to capture the root flag.

View on GitHub

High-Performance Image Search

A full-stack similarity search engine that uses a PyTorch pipeline for feature extraction and a high-performance C backend with a from-scratch k-d tree for real-time nearest-neighbor search.

View on GitHub

Java Movie Sentiment Analyzer

An end-to-end application featuring a DistilBERT model trained in Python and exported to ONNX for high-performance inference in a pure Java application with full database CRUD functionality.

View on GitHub

AI Medical Report Explainer

An advanced AI tool to automatically analyze and explain lab reports using OCR, NER, and a dual diagnosis system (rule-based and a ConvNeXt-Tiny CNN model), with a Streamlit frontend.

View on GitHub

04. Get In Touch

I'm always open to discussing new projects, creative ideas, or opportunities to be part of an amazing team. Feel free to reach out!

echo "hello" | mail -s "Hey"