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Achievement: Pull SharkAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: YOLO

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nikki-nooka/readme.md

Hi Welcome to my GitHub Universe!


Typing SVG 



nikshith@ai-server:~$ cat bio.json
{
  "name": "NOOKA NIKSHITH",
  "title": "AI/ML Engineer & Operations Lead @ TSS",
  "education": "B.Tech CSE (AI & ML) @ Malla Reddy Univ (CGPA 9.49)",
  "location": "Hyderabad, India",
  "hackathon_wins": 8,
  "community_impact": "20,000+ Students & 100+ Partner Companies",
  "current_focus": ["Generative AI", "Agentic RAG Workflows", "Consistency AI Research"]
}

💫 About Me & Executive Overview

  • 🎓 Academic Standing: B.Tech in Artificial Intelligence & Machine Learning (2023–2027) @ Malla Reddy University | CGPA: 9.49 / 10.0
  • 🏆 Track Record: 8× National & International Hackathon Winner
  • 📍 Location: Hyderabad, India
  • 🔭 Current Focus: Architecting Generative AI, AI Agents, RAG Systems & Production Full-Stack AI Applications.
  • 🌱 Learning & Research: Advanced LLM Architectures, Diffusion Trajectories, MLOps, Distributed Systems & Advanced DSA.
  • 👯 Collaborating On: Open Source Ecosystems, High-Impact AI Startups, Research Papers & Hackathons.
  • 🤝 Help & Mentorship: Scaling AI Products, Production Vector Databases & High-Throughput ML Pipelines.
  • 💬 Ask Me About: Python, Machine Learning, Deep Learning, PyTorch, TensorFlow, OpenCV, Java, LangChain, SQL & AI.
  • ⚡ Fun Fact: I love turning crazy ideas into real, production-ready AI products.

⚡ Elevator Pitch & Core Value Proposition

🧠 AI & Systems Architecture

  • AI Intern @ Mondeetech — Production AI model fine-tuning, agent workflow orchestration, and high-throughput inference services.
  • Consistency AI Research Intern — Researching generative consistency models, diffusion trajectory mapping, and ODE sampling acceleration.
  • AI Developer @ ViswamAI — Architected and deployed an end-to-end RAG vector retrieval pipeline over a 100GB dataset (80,000+ records).
  • AI Developer Intern @ Kartavya Solutions — Built LangChain NLP inference platforms deployed on GCP, chaining 5 AI models.

🏆 Leadership & Proof of Scale

  • 8× Hackathon Winner — National & International 1st Prize Winner (Paranox 2.0 New Delhi, Darknetrix, etc.).
  • Operations & Community Lead @ TSS — Scaled nationwide student-to-founder ecosystem reaching 20,000+ students & 100+ partner companies.
  • Google Campus Ambassador — Representing Google, organizing Cloud & AI workshops for 200+ student developers.
  • CGPA 9.49 / 10.0 — B.Tech CSE (AI & ML) @ Malla Reddy University.

📊 Metrics & Impact Dashboard

🏆 Hackathon Victories 🧠 Data Processed 👥 Ecosystem Reach 🎓 Academic CGPA 📁 Repositories
8 Wins
National & Int'l		 100 GB
80k+ Records RAG		 20,000+
Students & Pros		 9.49 / 10
Malla Reddy Univ		 50+ Repos
GitHub Ecosystem

🛠️ Engineering Philosophy & Architecture Principles

⚡ 1. Rapid Prototyping to Production — From 36-hour hackathon winning MVP to scalable production code.
🧠 2. Data-Centric AI Design — Prioritizing clean vector embeddings, RAG indexing, and efficient inference over raw model size.
🌐 3. Ecosystem-First Engineering — Building tools and community pipelines that empower fellow student builders.

👨‍🏫 Professional Experience & Research Leadership



Present

🤖 AI Intern · Mondeetech

  • Engineering production-ready AI pipelines, model fine-tuning routines, and multi-agent AI workflow engines.
  • Optimizing API inference latency and integrating LLM backends into high-throughput web architectures.


Present

🔬 Consistency AI Research Intern

  • Researching diffusion models, consistency trajectory mapping, and single-step generative sampling speedups.
  • Evaluating model loss landscapes, ODE integration boundaries, and score-based sampling mechanisms.


Jan 2026 — Present

📍 Operations and Community Lead · The Student Spot (TSS)

  • Scaling a nationwide student-to-founder platform connecting 20,000+ students with 100+ partner companies.
  • Directing monthly 30-day Build Challenges, Google Meet kickoff sessions, Demo Days, and startup resource pipelines.


Aug 2025 — Present

🎓 Google Campus Ambassador · Google

  • Promoted Google developer tools on campus, hosting GenAI & Cloud workshops for 200+ student developers.


Aug 2025 — Oct 2025

⚡ AI Developer · ViswamAI

  • Architected and deployed an end-to-end RAG vector retrieval pipeline querying over a 100GB dataset containing 80,000+ records.
  • Streamlined embedding generation, chunking strategies, and vector database indexing for sub-second retrieval.


Aug 2025 — Oct 2025

⚙️ AI Developer Intern · Kartavya Solutions

  • Developed NLP solutions using LangChain, chaining 5 AI models and APIs into a unified inference pipeline.
  • Deployed model container endpoints to Google Cloud Platform (GCP).


Sep 2025 — Nov 2025

🌐 Full Stack Developer Intern · Swecha (Open Source)

  • Built MERN-stack healthcare app managing 300+ patient records across 45+ medical camp sessions in Telangana.
  • Integrated OCR prescription image scanning for instant medical record digitization.


Feb 2026 — May 2026

🧠 ML Intern · XYZON Technologies

  • Engineered a student performance prediction model on 1,500+ records, raising accuracy from 76% to 77%.

🏆 Wall of Fame — 8× Hackathon Victories

Competition / Hackathon Award & Rank Winning Project Tech Stack
Darknetrix Hackathon 🥇 Winner GeoSick AI — Environmental Health Risk Analyzer React Gemini Three.js 3D Globe
Paranox 2.0 (New Delhi) 🥇 1st Prize Winner Duality AI — Real-Time Computer Vision System PyTorch OpenCV FastAPI
HACK-A-THON 1.0 (Int'l) 🥉 3rd Prize Winner eHRS Medical Camp Assistant React Native OCR Node.js
Build With AI Hackathon 🥇 Winner VanRaksha — Forest Fire Risk Predictor Python Scikit-learn GIS
Nav Nirman Hackathon 🥇 Winner PetGuide AI — Intelligent Pet Health Companion React Native Expo Gemini
Aignite Hackathon 🥇 Winner Student Performance Predictor Python ML Streamlit
Promptathon Hackathon 🥇 Winner Ojas AI — Rapid NLP Inference Platform LangChain HuggingFace
Code Surfers Hackathon 🥇 Winner GeoSick AI Web Platform TypeScript Next.js Gemini

🚀 Featured Engineering Projects

1. 🌍 GeoSick AI — Environmental Health Analyzer 🏆 1st Prize Winner

Interactive 3D WebGL Globe & Google Gemini Vision AI Environmental Hazard Detection

  • Visualizes hazard hotspots globally on a dynamic 3D globe built with Three.js.
  • Uses Gemini Vision API to process uploaded hazard images (mold, standing water, trash) in real time and auto-generate preventive health checklists.

Tech Stack:

2. 📦 Artha AI — Healthcare Supply Chain Intelligence

AI Platform Optimizing Critical Medical Resource Delivery Routes

  • Integrates live climate data, Air Quality Index (AQI), and terrain topography to predict supply chain disruptions.
  • Implements adaptive multi-criteria routing algorithms for temperature-sensitive medicine transport.

Tech Stack:

3. ♻️ Plastivize AI — Smart Recycling & Waste Tracker

PyTorch Computer Vision Plastic Classifier & Gamified Ledger

  • Uses PyTorch CNN image classification models to categorize plastic deposits into PET, HDPE, and non-recyclables.
  • Maintains a gamified rewards ledger tracking plastic weight and user points.

Tech Stack:

4. 🤖 Crew Hive AI — Multi-Agent Orchestration Engine

Autonomous Persona Delegation & Multi-Agent Task Execution System

  • Coordinates AI agent teams with distinct personas, tools, memory, and roles for automated research and code execution.

Tech Stack:


📂 Click to expand 30+ additional repositories (PetGuide AI, Book AI, Blockchain Analytics, etc.)
  • 🐶 Pet Guide AI — Mobile NLP pet companion with encrypted vaccination logs (React Native, Expo, Gemini).
  • 🍿 Smart Snack Predictor — Machine learning classifier evaluating nutritional health scores (Scikit-learn, Next.js).
  • 📚 Book AI Solver — Document question-answering tool with HuggingFace embeddings (Python, Transformers, ChromaDB).
  • 📊 Jupyter Blockchain Analytics — Transaction trend parsing & gas usage optimization scripts (Python, Web3.py, Pandas).
  • ✈️ Airline Management System — Booking backend & seat verification system (Java, PostgreSQL, JDBC).

💻 Tech Stack & Engineering Skills

3D Interactive Skill Matrix



Categorized Badges

👨‍💻 Languages

Python Java JavaScript TypeScript C C++

🌐 Frontend & Web

React Next.js Angular HTML5 CSS3 Bootstrap Tailwind CSS

⚙️ Backend & Frameworks

Django Node.js Express

🤖 AI / ML / RAG

Google Gemini PyTorch TensorFlow LangChain Keras OpenCV Scikit-Learn

🗄️ Databases & Vector Storage

PostgreSQL MongoDB MySQL SQLite ChromaDB

☁️ Cloud & Deployment

AWS Google Cloud Firebase Docker Vercel Netlify

📈 GitRoll & Developer Verification



GitRoll Verification

🐾 GitAnimals Guild

GitAnimals Guild

🌱 Code • Commit • Grow

Building projects, learning every day, and watching my GitAnimals grow with every contribution.

📊 GitHub Activity & Contribution Map

✍️ Random Dev Quote

🤝 Hire / Collaborate With Me

🚀 Looking for a High-Impact AI/ML Developer or Hackathon Co-Founder?

I am actively open to AI research roles, startup collaborations, hackathon teams, and consulting opportunities.

⭐ Thanks for visiting my profile! ⭐

If you like my work, consider giving a ⭐ to my repositories.


❤ Profile Visitor Counter

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  1. MLSC-PLASTIVIZE-AI MLSC-PLASTIVIZE-AI Public

    ♻️ PLASTIVIZE — Smart waste management and plastic recycling tracker powered by AI

    TypeScript 1

  2. GEO-SICK GEO-SICK Public

    GeoSick: An AI-powered web application for analyzing environmental health risks. Built with React and the Google Gemini API, it features an interactive 3D globe, image analysis for hazard detection…

    TypeScript

  3. Pet-Guide-AI Pet-Guide-AI Public

    TypeScript

  4. Smart-Snack-Predictor Smart-Snack-Predictor Public

    TypeScript

  5. tss tss Public

    TypeScript

  6. SPEC-RISHI-NIKKI-speccccc SPEC-RISHI-NIKKI-speccccc Public

    specc

    TypeScript