Projects

Research Projects

Fish Detection and Dataset Development

Collecting and curating a real-world fish image dataset for detection tasks. Focused on species identification under natural constraints like noise and occlusion.

Multi-camera Vision System

A real-time analytics pipeline for multi-camera streams in industrial settings. Optimized for low-latency monitoring using YOLO and GStreamer.

Bengali License Plate Recognition (Thesis)

A 3-stage CV pipeline for detecting and recognizing Bengali license plates. Achieved 95% accuracy using custom image processing and ANN-based character recognition.

Rice Variety Classification

Deep learning model for classifying rice varieties using a large-scale image dataset. Built an efficient inference pipeline with MobileNetV2.

Industrial Projects

AlterBot

An automation platform for garment manufacturing workflows. This system orchestrates complex data extraction and document processing to improve industrial throughput.

AlterOps

Data processing and automation workflows for enterprise management systems (ERPNext). Focused on optimizing merchandising, HR, and payroll modules.