Open to opportunities

Imtiaz Ahammed

@imtiazahammed

Message

I build production computer vision, edge AI, and RAG systems.

Bangladesh

Message

What I'm looking for

I'm looking to build and deploy production AI systems, especially computer vision, edge AI, and RAG applications, while leading teams through the full ML lifecycle from data creation to field validation.

At Regnum Resource Ltd, I lead a four-person AI team deploying intelligent toll and traffic infrastructure for national smart-city projects in Bangladesh. I architected an end-to-end toll management system spanning ANPR, RFID automation, barrier control, and vehicle analytics across multiple toll points.

Previously at ANTT Robotics, I fine-tuned LLaMA and GPT models for a hardware code-generation assistant, built predictive-maintenance APIs with sub-200ms latency, and delivered a RAG recommendation chatbot used by three retail pilot partners.

I work across the full ML lifecycle, from annotation and training to TensorRT/ONNX optimization, edge deployment, and live field validation on NVIDIA Jetson and Raspberry Pi devices.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer (Team Lead)

Current

Regnum Resource Ltd

Sep 2025 - Present (11 months)

Leading a 4-person AI team building production computer vision systems for Bangladesh's national toll and traffic infrastructure. Architected and deployed an end-to-end intelligent toll management system covering ANPR, RFID automation, barrier control, and vehicle analytics.

YOLO Nvidia DeepStream RF DETR Oracle 19c Roboflow Git Computer Vision LLM IoT Edge Devices

Machine Learning Engineer

ANTT Robotics

Mar 2024 - Aug 2025 (1 year 5 months)

Fine-tuned LLaMA and GPT models to build ANTT AI Bot, a hardware-specific code-generation assistant. Developed Predictive Maintenance pipelines using ARIMA, Prophet, and XGBoost with automated weekly model retraining.