AI/ML Engineer | Computer Vision · OCR · ERP-Integrated AI | Production YOLOv8 + TensorRT Systems | Python · PyTorch · Docker · Oracle
I build production-grade AI and machine learning systems for
real industrial environments — not demo models, but deployed
pipelines that run 24/7 under load.
Currently serving as AI/ML Engineer at Kohinoor Textile Mills
Limited (KTML), one of Pakistan's largest enterprise manufacturers,
where I own end-to-end development of intelligent automation systems:
- 49-camera real-time visual monitoring platform built on NVIDIA
DeepStream, TensorRT, and YOLOv8 — processing live feeds across
an entire factory floor
- Hybrid OCR and ANPR engine for license plate recognition and
document digitization
- Oracle ERP-integrated ML pipelines using Python and PL/SQL for
automated reporting and anomaly detection
- Containerized deployments via Docker on GPU infrastructure
Alongside this, I am pursuing a Master's in Artificial Intelligence
at FAST-NU, keeping my work aligned with current deep learning
research — federated learning, transformer-based vision models,
and efficient inference optimization.
What I bring to freelance clients:
1. Production mindset — I design for edge cases, failure recovery,
and real-world data drift, not just clean benchmarks
2. Full-stack AI delivery — from data pipeline to trained model to
deployed API or integrated system
3. ERP and database fluency — Oracle, PostgreSQL, SQL-driven
inference, automated business logic
4. GPU deployment expertise — TensorRT optimization, DeepStream
multi-stream pipelines, CUDA-aware workflows
Core stack: Python · PyTorch · YOLOv8 · OpenCV · TensorRT ·
NVIDIA DeepStream · Flask · FastAPI · Docker · Oracle ·
PostgreSQL · Git · Linux
I work best with clients who have a real problem, a defined scope,
and want a system that actually ships. If that's you — let's talk.
Work Terms
Availability: Monday–Saturday, 9 AM–10 PM PKT (UTC+5).
Typically respond within 4–6 hours during working hours.
Preferred engagement:
- Fixed-price for well-scoped deliverables
- Milestone-based for larger projects ($500+)
- Hourly for ongoing consulting or iterative R&D work
Payment: Milestone payments preferred. For fixed-price projects
I require a defined scope document before starting. Scope changes
are handled via change orders — I do not absorb unlimited revisions.
Communication: Async-first via Guru messages. Weekly status
updates on active contracts. Available for scheduled video calls
for discovery and milestone reviews.
I do not start work without a signed contract and clear deliverable
definition. Quality and timeline both depend on a clear brief —
I will ask clarifying questions upfront rather than deliver
something that misses the mark.