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01 / Projects

Work in public.

Projects and their description.

01PRISM prompt reliability benchmark title graphic

PRISM: Prompt Reliability Through Semantic Multiplexing

PRISM studies prompt sensitivity in educational multiple-choice question answering using local Small Language Model inference through Ollama on CPU-only hardware.

active
02RobolineX team members holding competition certificates and medals

RobolineX Maze Solver

RobolineX is competition firmware for an Arduino Nano robot that combines QTR sensors, PID motion control, EEPROM route storage, and path optimization to navigate a maze.

complete
03Artemis project team standing together in a university corridor

Artemis GPS & IMU Tracker

Artemis captures GPS and sensor data from mobile devices, forwards it through an ESP32 access-point and station bridge, and visualizes connected devices in a Flask-powered dashboard.

active
04Saveika hackathon team members with their mentor

Saveika

Saveika helps field workers capture household visit signals, calculate mental health risk, and give supervisors a clearer view of households that may need urgent follow-up.

complete
05Sanjaya hackathon team holding certificates and a winning trophy

Sanjaya — Assistive Communication System

Sanjaya helps people with motor and linguistic dysfunctions communicate through a single input signal, translating Morse-like timing into letters, predicted words, complete sentences, and speech.

complete
06A robotic arm computer vision project being demonstrated at an exhibition

Robotic Arm with Computer Vision

This project uses a webcam and hand tracking to control a robotic arm. MediaPipe detects hand landmarks, Python interprets gestures, and commands travel over serial to an Arduino-driven servo controller.

complete

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[m.son] Compiling the future, one segfault at a time.

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