Experiences
Arbisoft
Aug 2023 - PresentPosition: Machine Learning Engineer
Employment Type: Full Time
Location: Karāchi, Sindh, Pakistan (On site)
Responsibilities:
- Working on a Virtual Try-On project using SDXL, VITON, and clothes segmentation models for realistic garment fitting experiences.
- Led the creation of ArbiChat, an internal company chatbot powered by open-source embedding models and large language models for efficient policy-related queries.
- Enhanced the Schoolgram Learning Management System with text comprehension, handwriting recognition, and scalable infrastructure using Docker and Kubernetes.
Rehani Soko
Jan 2023 - Aug 2023Position: Software Engineer
Employment Type: Full Time
Location: 57 N St NW, Washington DC (Remote)
Responsibilities:
- Engineered a data collection pipeline from global real estate websites.
- Implemented pipeline to predict house prices on various parameters using time series model.
- Developed a real estate chatbot using OpenAI, Flask, and Langchain. Created and maintained backend APIs.
CrossWing Inc.
Sep 2021 - Dec 2022Position: Machine Learning Engineer & Computer Vision Engineer
Employment Type: Full Time
Location: 238 Wellington St E Suite 214, Aurora, ON L4G 1J5, Canada (Remote)
Responsibilities:
- Leveraged OpenCV for image processing, including data augmentation, image enhancement, and feature extraction to improve model robustness.
- Utilized PyTorch for building, training, and fine-tuning deep learning models, ensuring efficient handling of large-scale datasets.
- Collaborated with cross-functional teams to integrate object detection models into production systems, ensuring seamless deployment and scalability.