AI & LLM Applications
LLM-powered products, chat interfaces and applied artificial intelligence.
AI Engineer · Systems Developer · Software Architect
Madhava
Madhava
Brightly
I build AI systems and agents
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About me
I build intelligent software systems across AI, C++, automation, networking, trading infrastructure and modern web applications.
My work ranges from AI-powered learning systems and RAG pipelines to low-latency C++ engines, remote-desktop infrastructure, synthetic trading platforms, computer-vision applications and developer tooling.
I enjoy working close to the system — understanding not only how an application looks, but how its AI, runtime, networking, data, security and performance layers work together.
Based inPudukkottai, India
DegreeB.E. Information Technology
FocusAI · Systems · Web3
LanguagesEnglish · Tamil · Latin (Beginner)
Current focus
Production-oriented AI and systems software — pairing intelligent agents with the fast, reliable, efficient infrastructure underneath them.
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Core areas
AI Agents & RAG
Retrieval pipelines, grounded chat, memory and agent tooling.
C++ Systems & Performance
Low-latency engines, parsing, audio and desktop systems.
Computer Vision
Detection, classification and image-understanding experiments.
Desktop & Mobile
Windows tooling, C# apps and Android projects in Kotlin and Java.
Networking & Remote-Control
Remote desktop, screen streaming and device-to-device links.
Trading & FinTech
Synthetic markets, trading agents and risk controls.
Blockchain & Web3
Wallet interfaces and token-based experiments.
Full-Stack Web
React, TypeScript, Laravel and static sites on GitHub Pages.
Developer Tools & Automation
CLIs, API checkers, PowerShell scripts and build utilities.
C++KOTLINTYPESCRIPTREACTPYTHONTENSORFLOWRAGCOMPUTER VISIONWEBRTCC#POWERSHELLJAVA
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Featured work
01 / 10
Aug 2026 · TypeScript · RAG
AI Learning Operating System
An AI-powered learning workspace combining document intelligence, RAG, knowledge graphs, AI tutoring, research and learning analytics. Processes real PDF, DOCX, Markdown, TXT and HTML sources into a grounded study system with quizzes, flashcards and runtime observability.
02 / 10
Aug 2026 · Kotlin · Networking
Phone-to-PC (BedMode)
A low-latency, LAN-first remote-desktop system that turns an Android phone into a secure controller for a Windows PC — live screen streaming, touchpad, mouse gestures, keyboard input and bidirectional file transfer over LAN or hotspot, without relying on cloud infrastructure.
03 / 10
Sep 2026 · C++ · Trading
Trading Agent
High-performance C++ trading-agent infrastructure focused on low-latency market interaction, automation and extensible trading logic — the newest direction in systems-level financial engineering.
04 / 10
2025 — Now · JavaScript · Trading
SYNT — Synthetic Trading Platform
A full-stack synthetic trading platform combining real-time market visualization with candlestick charts, automated trading bots, portfolio management and risk controls across multiple synthetic markets.
05 / 10
Aug 2026 · C++ · Performance
JSON → PDF Parser
High-performance C++ document-processing pipeline designed for fast JSON parsing, transformation and PDF generation — a close-to-the-metal exercise in parsing and systems performance.
06 / 10
Aug 2026 · JavaScript · AI
Screen AI
An AI-powered screen-understanding system that interprets visual desktop context for computer interaction — part of a broader exploration into desktop agents and screen-aware software.
07 / 10
Jul 2026 · AI · AMD Hackathon
Memory Twin AI
Memory Twin AI — AMD Developer Hackathon 2026 project exploring semantic memory storage and retrieval: an AI-powered digital memory twin that stores personal memories and retrieves the relevant ones via embeddings.
08 / 10
Jun 2026 · C++ · Audio
Noise Reduction Engine
Real-time C++ audio-processing experiments focused on improving speech clarity and reducing environmental noise during meetings.
09 / 10
Jun 2026 · Python · TensorFlow
Plant Disease Detection
Computer-vision system for identifying plant leaf diseases using deep learning, trained and run on AMD cloud GPUs with TensorFlow — from dataset to calibrated predictions.
10 / 10
Jun 2026 · HTML · Web3
Mentor Token Wallet
Web3 wallet interface experiment exploring token-based applications, blockchain interaction and asset display — shipped as a live GitHub Pages app.
Beyond the flagships
Browse all 47 repositories Experiments & Research — 2025 to 2026
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The journey so far
2025Sep — Oct
Trading & Web3
Early public work — synthetic markets, trading interfaces and a first API experiment.
Early 2026Jan — Jun
Vision & Systems
A move toward C++, computer vision, machine learning and networking — plus the first web builds.
Mid 2026Jun — Jul
AI Apps & Tools
The shift into AI agents, multimedia, developer tooling and portfolio systems.
Aug — Sep 2026Systems + AI
The flagship stretch
AI + C++ + networking + trading + desktop automation at once — the strongest output yet.
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Education
B.E. Information
Technology
Annamalai University
2022
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2026
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2026