PLM LLM fine-tuning
Fine-tuned GPT OSS-20B with LoRA on Oracle Agile PLM schemas for schema understanding, relationship mapping, and prompt-to-SQL generation — ~900 curated Q&A pairs.
PythonLoRAOracle AgileSQLOCI
@mfaizanq
AI and Data Engineer building intelligent systems — from LLM fine-tuning and RAG pipelines to computer vision and enterprise data solutions.
// ABOUT
Production-focused ML systems that connect research to real business outcomes.
1-- Oracle Agile PLM · prompt-to-SQL context2SELECT av.item_number, av.description3FROM agile_item av4JOIN agile_rev ar ON av.id = ar.item5WHERE av.subclass = :cls6 AND ar.rev_number = (7 SELECT MAX(rev_number) FROM agile_rev WHERE item = av.id8 );
I am an AI and Data Engineer based in Pakistan, focused on end-to-end intelligent systems — from model training and retrieval pipelines to dashboards and cloud delivery.
At GoSaaS I work on Oracle Cloud–native AI: LLM fine-tuning on enterprise schemas, computer vision for CAD workflows, AI agents, and large-scale reporting with OTBI and BIP.
Previously at GSPEC I shipped applied CV and generative projects — from YOLO detection to Stable Diffusion fine-tuning and legal-domain RAG — always with an eye on measurable impact.
2025
Oracle GenAI Certified
900+
Q&A pairs for LLM fine-tuning
3.23
BSCS CGPA (NUST)
10+
AI tools & frameworks
// PROJECTS
AI-powered systems, from research-grade models to production integrations.
Fine-tuned GPT OSS-20B with LoRA on Oracle Agile PLM schemas for schema understanding, relationship mapping, and prompt-to-SQL generation — ~900 curated Q&A pairs.
AI system to detect and highlight differences between CAD revisions for automated design validation and faster engineering review.
Enterprise AI agents with LLM integration, custom workflows, and secure connectivity to business data sources.
Dashboards and operational reports with complex SQL, optimized layouts, and reliable delivery for stakeholders.
AI listing scanner for Airbnb, Agoda, and Booking.com — feature extraction and risk flags to assess stay quality.
PyTorch multi-output model for 5D CFD simulations with custom loss functions and careful hyperparameter tuning.
Fine-tuned YOLOv11 for real-time player and ball detection with OpenCV and a custom dataset.
Fine-tuned Stable Diffusion v1.5 for brand-specific product image generation and marketing assets.
Local RAG with ChromaDB, LlamaIndex, and Mistral-7B — embeddings, retrieval, and document tracking for legal workflows.
// SKILLS
The tools and technologies I use to ship end-to-end AI and data products.
// EXPERIENCE
From applied computer vision and RAG to enterprise Oracle Cloud AI.
AI and Data Engineer (ASE)
AI and Data Engineer
Project Intern
// EDUCATION
Foundations in computer science from NUST and secondary qualifications.
Islamabad, Pakistan
Bachelor's in Computer Science
CGPA 3.23 · 2021 — 2025
Lahore, Pakistan
A-levels (1A* 3A)
2019 — 2021
Lahore, Pakistan
O-levels (6A* 4A)
2017 — 2019
// CONTACT
Have a project in mind? I'm always open to discussing new opportunities.