AI Engineer
Interactive Cares, Dhaka, Bangladesh
Jul 2025 - Present
- Collaborated on developing an asynchronous AI interview system supporting 500+ concurrent sessions with Redis caching and lazy resource management
- Optimized Faster-Whisper STT and Google TTS pipelines with int8 quantization, reducing latency from ~2s to <200ms
- Developed an AI agent within a 3-agent system (GPT-5 & GPT-4o-mini) for technical interviews, achieving ~60% cost optimization
- Contributed to enterprise chatbot optimization by integrating Redis for chat history and thread pool executors for parallel processing
Machine Learning Engineer
DevTechGuru Limited ,Dhaka, Bangladesh
Feb 2024 - Jul 2025
- Developed an AI-assisted Hip Surgery system integrating with hospital software, reducing pre-operative planning time by ~30%
- Engineered an AI-based vehicle number plate detection system using YOLOv8, achieving 93% accuracy from CCTV feeds
- Developed multiple backend features for a Django-based parking management system, reducing API calls by ~40%
- Built a Django role-based access control system, reducing unauthorized access incidents by ~35%
ML Researcher
Health Informatics Research Lab, Daffodil International University
Dec 2022 - Dec 2023
- Published Q1 journal paper on region-of-interest embedded Graph Neural Network architecture for gallbladder cancer detection, achieving 93%+ accuracy and ~90% precision in Results in Engineering (Elsevier)
- Developed hybrid CNN-RNN architecture (NewsNet) for Bengali news categorization, achieving 94.57% accuracy and presented at IEEE conference
- Designed explainable AI framework integrating XGBoost/LightGBM with SHAP for brain tumor MRI classification, achieving 98.53% accuracy with interpretable predictions
- Engineered hybrid BERT-BiGRU model for low-resource Bengali transliteration sentence identification, advancing NLP research for regional languages
- Conducted extensive research in medical imaging, natural language processing, and deep learning applications for healthcare diagnostics