nadeeshanj.dev · release 2026.09

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Biome: embedded_systems / ai_integration

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Engineering,
written down properly

Full write-ups of what I build: the architecture, the decisions behind it, and the parts that broke along the way. I am drawn to startups, AI-native development, and making systems run leaner.

Open advancements More about me ↗

NadeeshaNJ

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The work I would actually defend in a review. Follow a lane left to right; hover any frame for the details.

The build log Open the build log Everything below started as a rough idea and a soldering iron. Root advancement

ForgeFlow ForgeFlow - Multi-Agent Decision Engine Turns vague ideas into stress-tested, validated action plans through a five-agent pipeline. AI · 2026 Prototype BitCo BitCo - Low-Latency Trading Engine A Rust engine for Polymarket BTC markets where the risk manager can veto every single trade. Systems · 2026 Paper-trading with live data Autonomous Drone Platform Autonomous Drone Platform - IESL RoboGames A real-hardware UAV platform plus a simulator-in-a-container, so students can develop autonomy like it's a sandbox. Robotics · 2025 - 2026 Active - competition delivery Ranger Ranger - LoRa Mesh Communicator A handheld radio that keeps voice, text and location working when the cell network doesn't. Embedded · 2026 Phase 1 - breadboard MVP Custom PCB Line-Following Robot Custom PCB Line-Following Robot - IESL RoboGames 2026 One mass-producible board so school teams could build, break and repair the same robot. Hardware · 2026 Delivered - school category LYNX & LYNX V2 LYNX & LYNX V2 - MicroMouse One maze-solving MicroMouse across two generations: the original LYNX, then LYNX V2 rebuilt on a fully custom PCB with brushless motors. Robotics · 2018, 2025 to 2026 Ongoing Emergence Lab Emergence Lab - Agent-Based Simulations Eight complex-system simulations in the browser, where simple local rules produce big emergent behaviour. Simulation · 2026 Live

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task goal challenge still building

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Smaller builds, coursework and experiments. Everything in here has a write-up too.

Archive chest

26 Dual-AI Stock Sentiment Analyzer One model asks smart questions about a company; another judges the mood of the news it finds. AI · 2025 - 2026 Research 26 Polymarket Insight Extractor A read-only research tool for finding and ranking prediction markets - no trading, no wallets. Data · 2026 Complete 26 MediPulse - Healthcare Monitoring Platform A multi-service healthcare platform run on a Kubernetes cluster, with infrastructure as code and GitOps rollouts. DevOps · 2026 Complete - Team project 25 Nanoprocessor Design A simple processor built from the datapath up - ALU, control logic and all. Digital Design · 2025 Complete 25 Battlebot: LYNX A combat robot built around a high-RPM, high-torque horizontal spinning weapon. Robotics · 2025 Competition build 24 Peltier Air Conditioning Testing whether thermoelectric modules could stand in for a compressor - and finding exactly where they fall short. Hardware · 2024 Complete - experiment 26 Kobuki QBot: Companion Robot A companion robot that finds its owner, reads a few hand gestures, and answers with pet-like behaviour. Robotics · 2026 Complete - course project 26 Sentinel: Deforestation Detection An automated system to flag illegal deforestation from satellite imagery. AI · 2026 Concept - early

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What this site is

Engineering archive - embedded systems, AI integration, and work that ships.

Nothing here is a case-study template. Each page is the actual reasoning: the constraint that forced the design, the trade I made, and the part that did not work.

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