Background
Experience & Expertise
Tools Behind the Work
PythonExpert
Deep Learning (PyTorch)Expert
LLMs & RAGExpert
AWS & KubernetesAdvanced
Computer Vision (OCR)Advanced
CI/CD (Jenkins, GitHub Actions)Advanced
LangGraphAdvanced
Work History
Software & AI Architect
IngeniousZone • Feb 2026 - Present
Part-time Software and AI Architect. CI/CD and delivery infrastructure across multiple products: GitHub Actions, Dockerization, and automated deployments. AWS console setup and IAM permissions for the team. Delivery rhythm through boards and weekly sprint planning.
Key Achievements
- Built and maintained CI/CD pipelines with GitHub Actions, Docker, and automated deployments for multiple projects.
- Configured AWS console access and IAM policies so the team could ship and operate with clear, least-privilege boundaries.
- Streamlined delivery using boards and weekly sprint planning across the project portfolio.
- Architected AI product direction for Advisify (immigration pathways from CV and preferences) and Aceprep (indexed O/A past papers with grounded Q&A and answer validation).
GitHub ActionsDockerAWSIAMCI/CDPythonLLMs
Team Lead/Product Owner
Friendly • Oct 2022 - Present
Senior Data Scientist
Friendly • Nov 2020 - Oct 2022
Data Scientist
Friendly Health Technologies • May 2019 - Nov 2020
Research Assistant
FAST NUCES • Nov 2018 - Jun 2019
Freelance Developer
Freelance • 2018 - 2019