Team SignTalk: Smart Glove Engineering Journey
The complete technical progression of our assistive sensor glove—from prototype breadboard to divisional championship at Youth Innovation Challenge.
Read Story →An interdisciplinary engineering portfolio bridging CERN Zenodo open-science AI software repositories and award-winning robotics, IoT, and embedded hardware prototypes developed at SUST.
Archived on CERN Zenodo, permanently minted with Concept DOIs, validated for computational reproducibility
Autonomous Test-Time Compute Scaling & Dynamic KV-Cache Sparsification for Edge LLMs (-65% VRAM). Pure PyTorch MCTS reasoning engine delivering frontier reasoning.
Autonomous Digital Twin Simulation Platform featuring multi-agent reinforcement learning, PyTorch ML engines, Three.js 3D physics rendering, and real-time telemetry.
Zero-config, self-evolving local AI agent framework with GraphRAG knowledge graphs, auto-skill generation, and sandboxed execution via Ollama models.
Offline Progressive Web App providing 20 interactive developer career roadmaps, 870+ curriculum nodes, and skill radars aligned with UN SDG 4 for free global tech education.
Lightweight Edge AI inference engine simulating 11 IoT devices with statistical anomaly detection and zero-cloud autonomous control for embedded sensor networks.
Open-source NLP text humanizer with 4-layer linguistic transformations, 13 AI provider backends, and 12-metric detection scoring for natural text generation.
Automated security and hallucination auditor for AI-generated code, validating package hallucination, dependency hijacking, AST syntax errors, and supply chain threats.
Next.js 15 & React Three Fiber interactive STEM education platform with 40+ real-time 3D physics, chemistry, and biology laboratory simulations with WebGL rendering.
Open-source, privacy-first mental health architecture featuring peer support networks, encrypted journaling, and clinical assessment resources aligned with UN SDG 3.
Computer vision pipeline for assistive eyewear, featuring on-device edge object classification, distance ranging, and low-latency text-to-speech audio feedback.
Microcontroller firmware, sensor fusion arrays, servo mechanical kinematics, and embedded assistive devices
Assistive communication smart glove utilizing flex sensor arrays, MPU6050 6-DOF IMU, and Arduino/Bluetooth to translate American Sign Language gestures into real-time speech and mobile display text.
Embedded vision-assisted headset equipped with wide-angle camera module and bone-conduction audio transducer. Detects obstacles and reads printed signage in real-time for visually impaired users.
Microcontroller-driven solar tracker featuring a cross-quadrant LDR light-dependent sensor array with dual MG996R metal-gear servo actuators, achieving +38% energy harvesting efficiency.
High-speed ground robotic rover equipped with an 8-channel infrared reflectance sensor bar and closed-loop proportional-integral-derivative (PID) differential drive steering control.
Triple-factor physical security lock utilizing optical fingerprint authentication, RC522 13.56MHz RFID card reader, and 4x4 matrix numeric keypad with electronic solenoid actuation.
Remotely operated four-wheel drive mobile rover with ESP8266 Wi-Fi access point, web-socket remote GUI control, and real-time environmental sensor feedback.
The complete technical progression of our assistive sensor glove—from prototype breadboard to divisional championship at Youth Innovation Challenge.
Read Story →Technical deep-dive into low-latency embedded computer vision pipelines for the visually impaired on single-board edge computers.
Read Story →How we permanently archived 10 flagship AI and engineering frameworks with CERN Zenodo Concept DOIs for open science.
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