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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex4Achievement: YOLOAchievement: Quickdraw

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karthik-idikuda/README.md

Karthik Idikuda

I build AI systems and fix bugs in software used by millions.

Portfolio LinkedIn ORCID

Shipped in Production

My code runs in Grafana (2 PRs merged) and Vercel AI SDK — used by Netflix, Microsoft, PayPal, Vercel, and millions of developers worldwide.

What I Fixed Where Impact
MySQL query builder was stripping # inside quoted strings, silently breaking queries with hex colors and anchor refs Grafana · 65k+ ★ Merged · Shipped in v13.0.0
PostgreSQL and MSSQL SQL comment stripping was not quote-aware — broke queries containing -- or /* inside string literals Grafana · 65k+ ★ Merged · Shipped in production
Async checkpoint plugin cloned tensors but kept them on GPU — CUDA memory leak + cross-device crash PyTorch Lightning · 28k+ ★ Under Review
CSS Color Level 4 formats (oklch, lab, display-p3) crash color2k → full app crash Streamlit · 40k+ ★ Under Review
st.video and st.map missing border-radius rounding, toolbar clipped by overflow fix Streamlit · 40k+ ★ Under Review
NavLink applying active class to non-matching routes when search params overlap React Router · 54k+ ★ Under Review
isDynamicToolUIPart not exported from the ai package — TypeScript consumers couldn't use dynamic tool UI rendering Vercel AI SDK · 12k+ ★ Merged · Shipped to npm
Edge-case fixes and improvements Drizzle ORM · AutoGen Under Review

3 merged in production, 7 under review across 9 repos. Every one is a real bug I found, diagnosed, and fixed — not documentation or typo patches.

What I Build

NEURON-X Omega
Biologically-inspired AI memory system. Custom SOMA-DB storage engine, Ebbinghaus decay curves for memory retention, contradiction detection across memory layers.

Python Anthropic Claude FastAPI · 8,200+ files

NeuroXAI
Explainable AI for Alzheimer's detection from MRI scans. Grad-CAM visualizations that show doctors exactly which brain regions triggered the diagnosis.

TensorFlow React Jupyter · 10,600+ files

AI Gesture Control
Touch-free laptop control using hand gestures. Real-time hand tracking for cursor movement, clicks, scrolling, and media playback — no special hardware needed.

OpenCV MediaPipe PyAutoGUI · 210,000+ files

AadhaarInsight360
Analytics platform for UIDAI Data Hackathon 2026. Real-time geospatial insights into Aadhaar enrolment patterns across India.

Streamlit Plotly Pandas · 39,000+ files

Self-Evolving Agent
Autonomous AI agent that modifies its own code based on performance feedback. Runs in a sandboxed Docker environment with rollback safety.

GPT-4 Docker Python

Nexara Blockchain
Layer-1 blockchain built from scratch in Rust. Custom VM (NXVM), smart contract language (NexLang), sharding, mempool, and consensus layer.

Rust Custom VM Smart Contracts
All 90+ projects →

AI & Machine Learning — 26 projects

Project What it does Built with
NeuroXAI Alzheimer's detection from MRI scans TensorFlow, Grad-CAM, React
Self-Evolving Agent Recursive self-improvement AI agent GPT-4, Claude, Docker
AI Wildfire Prevention Early warning via satellite imagery + IoT CNN, NASA FIRMS, GIS
Adversarial Inverse RL Reinforcement learning with adversarial training PyTorch, OpenAI Gym
Few-Shot Multi-Task Universal AI assistant with few-shot learning Transformers, Meta-Learning
Student Predictor Academic performance prediction Scikit-learn, Pandas
Drought Early Warning NDDI-LSTM model for drought prediction LSTM, Remote Sensing
AI Research Report Automated research paper summarization NLP, Transformers
Federated Cloud Energy-efficient resource allocation TensorFlow Federated, PySpark
High-Dim Clustering Deep learning for big data clustering Autoencoders, Spark
OS Agent Operating system automation agent Python, System APIs
Gemini Full Project Google Gemini API integrations Gemini API, Python
Gemini DevPost Hackathon Gemini project Gemini, Web
Laptop Control Agent Autonomous laptop control Computer Vision, LLM
Browser Project Intelligent browser automation Selenium, LLM
Deep Research Agent AI research across 7 trusted sources JavaScript, APIs
Pandi-GPT Custom GPT conversational assistant GPT, NLP
Alzheimers Detection CNN-based medical imaging TensorFlow, Keras
NEURON-X Omega Self-sovereign permanent AI memory system Python, Anthropic Claude
Conversational HCI LLM evaluation pipeline for HCI research Flask, OpenAI, scikit-learn
PRAJNA Satellite AI Satellite data processing for ISRO/ISTRAC Python, Graph Processing
Brain Tumor Detection MRI-based tumor classification FastAPI, TensorFlow, React
VAYU AI Pollution death risk predictor with AQI forecast Streamlit, NASA APIs
AI Team Orchestrator Multi-AI collaboration (GPT+Gemini+Claude) Node.js, Express
NeuroGraphis Neural network visualization and analysis Python, Graph Analysis
AI Image Recognition Multi-class image classification TensorFlow, Transfer Learning

Computer Vision — 17 projects

Project What it does Built with
AI Gesture Control Touch-free laptop control via hand gestures OpenCV, MediaPipe, PyAutoGUI
Gesture Control System Mouse/keyboard via hand gestures OpenCV, MediaPipe
Driver Monitoring Drowsiness and distraction detection Dlib, TensorFlow, OpenCV
Bus Attendance Automated student attendance on buses Face Recognition, IoT
Attendance v1.0 Face recognition with liveness detection DeepFace, Flask
Attendance v2.0 Cloud-synced attendance with mobile app MongoDB Atlas, Flutter
Invisibility Cloak Harry Potter style invisibility effect OpenCV, NumPy
Sign Language Sign language gesture recognition MediaPipe, TensorFlow
CCTV Google Smart CCTV with cloud integration Cloud Vision, Python
Gesture Calculator Calculator controlled by hand gestures OpenCV, MediaPipe
MirrorBody-X AI body analysis and fitness tracking Computer Vision
Neuro Mirror AI Facial expression and emotion recognition Deep Learning
Gesture 3D Web Browser-based 3D gesture recognition WebGL, ML
GuardianAI On-device Android malware detector TensorFlow Lite, Kotlin
Cloud Referee Kiro AI sports referee for foul detection Video Analysis, Python
SmartRoadGuardian Road safety and hazard detection Computer Vision
3D Gesture Web 3D hand tracking in browser WebGL, MediaPipe

Web Development — 14 projects

Project What it does Built with
Personal Portfolio Professional portfolio website HTML, CSS, JavaScript
Karthik Config GitHub profile and config files TypeScript
Xerironx Studio Creative studio website TypeScript, Modern Web
Skylight Landing Premium landing page HTML, CSS, JavaScript
Cloths Landing E-commerce fashion landing Responsive Design
OriMind Interactive 3D mental health platform HTML, Canvas
Infinall Next.js SaaS platform for AI agents Next.js, TypeScript
Radio Streaming Online radio player TypeScript, Audio APIs
Sync Watch Synchronized remote video platform JavaScript
TerraView OS Open-source 3D mapping platform Vite, TypeScript, deck.gl
TerraView Next Next.js geospatial mapping app Next.js, MapLibre GL
PropScore Redesign Property scoring analytics platform Full Stack
Road Career Guidance AI career roadmap platform HTML
3D Euler Path Finder 3D graph algorithm visualization Python, WebGL

Cloud & Distributed Systems — 5 projects

Project What it does Built with
Federated Cloud Privacy-preserving energy optimization TensorFlow Federated, PySpark
High-Dim Clustering Scalable clustering for big data Autoencoders, Spark
AI E-Governance Secure AI government services AWS, NLP, Security
AWS Crowd Agent Serverless scaling and cost optimization AWS Services, Python
Cloud Referee Kiro Cloud-based AI monitoring GCP, Real-time Processing

Hackathon & Government — 3 projects

Project What it does Built with
AadhaarInsight360 UIDAI Hackathon 2026 analytics Streamlit, Plotly, Pandas
UIDAI Hackathon Solution Team submission with policy simulation Python, Data Analysis
PRISM AI for pharma manufacturing (AVEVA x IIT Hyderabad) LightGBM, DWT, Streamlit

Tools, Security & Utilities — 12 projects

Project What it does Built with
DocTools Pro Document processing toolkit Full Stack
Complete PDF PDF manipulation tool Python
VSCode Hack Extension Productivity VS Code extension TypeScript
Chrext Chrome Extension Browser automation extension JavaScript, Chrome APIs
Telegram Bot Automated bot with command handling Python
Calc Python CLI calculator Python
Prescription System Digital prescription management Dart, Flutter
Library Management v2.0 Advanced library system Full Stack
No-Track Anti-Spyware Tracker and spyware blocker Dart
Vulnerability Checker Web security scanner Python
AI Cyber Surveillance Network intrusion detection toolkit Python
Nexara Blockchain Layer-1 blockchain with custom VM Rust

New & Recent — 7 projects

Project What it does Built with
Style Pulse Real-time AI fashion & electronics price tracker across 10 Amazon domains + Flipkart, Myntra, Croma TypeScript, Next.js
BrainScan AI MRI brain tumor detection with VGG-16, geospatial analytics, and global health insights FastAPI, TensorFlow, React
GuardianAI Malware Detector On-device Android malware detection with four-factor threat analysis Kotlin, TensorFlow Lite, Jetpack Compose
LeadFinder Pro Full-stack lead generation platform with Razorpay payments Next.js, Firebase, Razorpay
TerraView OS Open-source 3D real-time mapping with GPU-accelerated visualization MapLibre GL, deck.gl, TypeScript
Sync Watch Real-time synchronized video watching for remote collaboration JavaScript, WebSockets
Neuro Mirror AI Real-time facial expression analysis and emotion recognition TypeScript, Deep Learning

Tech

Python TypeScript JavaScript Rust Kotlin Dart Java

TensorFlow PyTorch OpenCV MediaPipe Scikit-learn Hugging Face

React Next.js Flutter Flask FastAPI Streamlit

AWS GCP Firebase Docker MongoDB

Figma VS Code Git

📍 Hyderabad, India · 🎓 Marwadi University · ✉️ idikudakarthik55@gmail.com

Open to full-time roles, internships, and freelance work.

Portfolio LinkedIn Twitter Instagram Reddit ORCID


Profile Views

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  1. AadhaarInsight360 AadhaarInsight360 Public

    AadhaarInsight360 is a comprehensive data analytics platform built for the UIDAI Data Hackathon 2026. It provides real-time insights into Aadhaar enrolment and update activities across India

    Python

  2. Deep-Research-Agent Deep-Research-Agent Public

    Deep Research Agent is an AI research system that searches seven trusted sources in parallel, cross-validates results, and generates structured reports with real citations. Using a multi-agent arch…

    JavaScript

  3. NeuroXAI NeuroXAI Public

    Explainable AI framework for visualizing deep learning decisions.

    Jupyter Notebook

  4. OS-Agent OS-Agent Public

    Natural language interface for executing system shell commands.

    Python

  5. AI-based-Wildfire-Prevention-Management-System AI-based-Wildfire-Prevention-Management-System Public

    Early wildfire detection system using satellite thermal imaging.

    HTML

  6. AI-Driver-Monitering-System AI-Driver-Monitering-System Public

    Drowsiness and distraction detection system for driver safety.

    Python