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MY PROJECTS

hackathon

🦯 StreetSense - Navigating the World, Beyond Sight.

At my first hackathon, Hack Canada, I collaborated with an amazing team to develop StreetSense, a real-time AI-powered navigation tool for the visually impaired. The project aimed to make urban navigation safer and more independent for those with visual challenges.

We built the backend using Python and Flask, integrated with YOLOv3 for object detection, OpenCV for image processing, and TensorFlow Lite for efficient on-device inference. Our goal was to detect crosswalks, vehicles, traffic signs, and more, delivering immediate, clear feedback to users.

hackathon hackathon

💡 Key Features:

  1. Real-Time Object Detection: Leveraged YOLOv3 trained on a custom dataset using Roboflow, capable of recognizing signs, lights, and hazards with high accuracy.
  2. Depth Estimation: Used the MiDaS model (via ONNX Runtime) to calculate how far detected objects are, crucial for safe navigation.
  3. Workflow Orchestration: Integrated Orkes Conductor to manage decision-making based on detected elements (e.g., traffic light status, proximity to obstacles).
  4. Text Recognition: When store signs were detected, we sent images to Gemini API for OCR to read and relay text.
  5. Multi-Modal Feedback: Planned integration of text-to-speech for voice guidance and vibration alerts for warning in critical scenarios.

🔧 New SunLight Tool (SL Tool)

Modding Beyond Limits - Real-Time Enhancements for Mobile Games The New SunLight Tool (SL Tool) is a powerful mod menu I developed for Android games, primarily using rooted devices and select virtual environments. This tool enhances gameplay by injecting advanced functions, manipulating memory values, and delivering real-time performance improvements for players who want deeper control of their gaming experience. The project was built by identifying in-game values through Game Guardian, then scripting behavioral changes using Lua. Once the memory addresses and value modifications were defined, I integrated them into a sleek and responsive mod menu interface built with C++, commonly used in native Android modifications.

SolarTool sunlightool

🔧 SL Tool Main Features

  1. Aimbot & Player Enhancements: Big Head, Big Body, Dino Aimbot - Improve hit accuracy by enlarging targets and locking aim.
  2. Speed & Movement Tweaks: Flash Speed, Normal Speed, Sky View, Underground - Boost movement and explore unreachable areas.
  3. Visual & ESP Features: Player Antenna, Night Vision, Body Glow - Highlight enemies and improve visibility in dark or hidden zones.
  4. Combat & Environment Cheats: Bullet Spam, No Recoil, Ghost Mode - Gain advantage in combat and remove environmental effects like rain.