Mahbuba Tasmin

she/her

Ph.D. Candidate in Computer Science at UMass Amherst. My research integrates machine learning and computational biology to understand and predict antibiotic resistance in Mycobacterium tuberculosis.

Industry Experience

AI Engineer

NITEX Solutions Ltd., Dhaka, Bangladesh
Mar. 2022 – Jul. 2022

Implemented Detectron2-based instance segmentation and OCR automation for apparel workflows.

  • Implemented Detectron2-based instance segmentation for product identification across fashion catalogs.
  • Built OCR-driven automation tools to streamline product annotation and metadata extraction.
  • Generated fashion trend moodboards by combining NLP topic modeling with computer-vision embeddings to power design workflows.

Software Engineer (AI & ML)

M2SYS Technology, Dhaka, Bangladesh
Jul. 2020 – Feb. 2022

Delivered production ML systems for biometric security and contextual recommendations.

  • Developed image spoofing detection pipelines and contextual recommendation systems using deep learning and NLP.
  • Automated backend workflows with Camunda BPM, integrating ML inferences into large-scale enterprise deployments.
  • Deployed and monitored production ML services across distributed systems to meet reliability and latency targets.