CreateMyArt: Custom Artwork Generator Tailored to User Images and Style
This project involved creating a web application that allows users to upload their own images and use them to generate personalized art, styles, or images. By fine-tuning a Stable Diffusion XL text-to-image model with the user’s input, the app provides a custom model that enables users to generate unique, AI-powered imagery based on their prompts. […]
Predictive Retention: Churn Analysis for Telecom Giant
We developed a predictive solution for one of Pakistan’s leading telecommunications companies to analyze and forecast two key customer behaviors: churn and handset change. Using five years of anonymized prepaid base data from 0.5 million users, we implemented a machine learning model to proactively identify potential churners and customers likely to switch handsets. This allowed […]
AudioProof: Precise Verification of Audio Content Against Text Documents
Audio Proof is designed to automate the verification process of audio content by comparing it to corresponding PDF documents. The client needed an efficient way to ensure that the audio recordings accurately reflected the text in PDF documents, particularly in the Danish language. The solution aimed to streamline content verification by transcribing audio files and […]
Use of Visual Odometry for Enhanced Localization in Agricultural Drones
In modern agricultural drone operations, accurate localization is essential for tasks like crop monitoring and aerial spraying. However, low-cost IMUs and standard GPS systems often lack the precision needed for these demanding applications. To address this challenge, a hybrid navigation system was developed using an onboard monocular camera for Visual Odometry, IMU, and GPS data, […]
CarNex: Nvidia Jetson Powered Plate Insight System
The project involved the development of a state-of-the-art car monitoring system designed to detect and recognize license plates in real-time, powered by NVIDIA’s Jetson platform. The goal was to create a system capable of handling multiple video streams simultaneously, ensuring fast and accurate license plate recognition under various environmental conditions. This cutting-edge solution was designed […]
Laser Profile Scanner: Automate Welding Quality Control for an OEM
Automating welding quality control is essential for Original Equipment Manufacturers (OEMs) to ensure consistent precision and reduce errors. A solution was developed using an AI-powered desktop application integrated with a Wenglor 3D Profile Scanner, which leverages advanced computer vision and machine learning algorithms to detect welding imperfections at a micrometer scale.
Qazi.ai: Judicial Assistant Built Using Meta’s Llama
Qazi.ai is the future of the legal system
CCTV Surveillance: Detection & Tracking Across 19 RTSP Streams
This project involved creating a surveillance system with object detection and tracking deployed on an edge device. The system was designed to process 19 RTSP video streams simultaneously at 8-10 FPS each. Leveraging YOLOv8 for object detection and NvDCF for tracking, the solution was built on Nvidia Jetson AGX Xavier hardware. The goal was to […]
Aquatic Object Detection & Tracking Ecosystem Using AI on the Edge
SeaScan is a cutting-edge fish detection and tracking system designed specifically for sportfishing enthusiasts. By leveragingadvanced AI tools and real-time tracking capabilities, SeaScan provides users with unprecedented underwater visibility, enabling them to detect and track fish that were previously undetectable using traditional methods. The system is powered by a 2K 60 FPS camera and deploys […]
