Ali Abbas

AI Engineer with hands-on experience designing, building, and deploying production AI systems using machine learning and large language models. Skilled in RAG pipelines, Agentic AI, PyTorch, FastAPI, Azure, Cloud and CI/CD, with a strong interest in developing reliable, scalable, and practical AI solutions for real-world applications.

Data Specialist at Sargodha Waste Management Company (2025-10 – 2026-07)

• Administered SQL Server databases and built Power BI reporting to keep city operational data reliable for downstream decision-making.

Data / AI Specialist at CogniData (2024-11 – 2025-10)

• Prepared and validated data for PyTorch/TensorFlow models for retail clients; supported containerized deployment via FastAPI on Azure. Applied NLP (Hugging Face Transformers, LangChain) to structure unstructured business text for automated workflows.
• Collaborated with ML engineers to validate training datasets, investigate data quality issues, and improve model readiness before deployment.

Python SQL Developer at PITB (2024-04 – 2024-10)

• Automated data cleaning and integration pipelines across 5+ sources with Python and SQL, cutting manual processing time by 30%.

Data Analyst at UNIAL Solutions (2023-08 – 2024-04)

• Analyzed e-commerce datasets to surface behavior patterns that fed directly into ML feature engineering for later projects.

BS in Computer Sciences – Government College University Faisalabad (2020)