PhD, Computer Science
University of California, Irvine · Sep 2025 – now
- Advisor
- Dr. Mohsen Imani
- Lab
- BIASLab
- Topics
- Machine learning, neurosymbolic AI, reinforcement learning
04 · Record
Journey
Timeline
2018 — now · ~13,000 km travelled▲ Education
PhD, Computer ScienceUC Irvine, Sep 2025 – now
B.Sc. Computer Science & EngineeringUniversity of Dhaka, 2018 – 2023
Doctoral ResearcherBIASLab, UC Irvine, Sep 2025 – now
ML EngineerTherap Services, Feb 2023 – Aug 2025
Full Stack DeveloperCranTech (remote), 2020
Teaching AssistantICS 26, UC Irvine, Jan 2026 – now
Research AssistantCAIL, University of Dhaka, Jan 2021 – Jan 2023
▼ Experience
- Education
- Research
- Industry
- Teaching
- Ongoing
EducationExperience
PhD · UCI, Sep 2025 – now
B.Sc · DU, 2018 – 2023
Researcher · BIASLab, Sep 2025 – now
MLE · Therap Services, Feb 2023 – Aug 2025
Full Stack Dev · CranTech, 2020
TA · UCI, Jan 2026 – now
RA · CAIL, DU, Jan 2021 – Jan 2023
- Education
- Research
- Industry
- Teaching
- Ongoing
Log
11 entries2026
- 07Paper accepted to ICCAD 2026.
- 01Paper published in IEEE Access.
- 01Started as Graduate Teaching Assistant for ICS 26 at UC Irvine.
2025
- 11Received the Dean's Award from the University of Dhaka.
- 09Started PhD at UC Irvine.
- 08Left Therap Services.
2024
- 11Paper published in IEEE Access.
- 05Presented a Therap session at BUET.
- 04Promoted to ML Engineer at Therap Services.
- 03Paper published in Springer Applied Intelligence.
2023
- 02Joined Therap Services as an Associate ML Engineer.
Education
2
B.Sc., Computer Science & Engineering
University of Dhaka · 2018 – 2023
- CGPA
- 3.75 / 4.00, 2nd highest in class
- Award
- Dean's Award, Faculty of Engineering & Technology
- Thesis
- Safe multi-agent reinforcement learning
- Supervisor
- Dr. Md. Mosaddek Khan
Experience
5
BIASLab, UC Irvine
Doctoral Researcher · Sep 2025 – now
- Multimodal anomaly detection and recognition
- Graph neural network methods for anomaly detection from image and audio data
- Research in hyperdimensional computing
University of California, Irvine
Graduate Teaching Assistant · Jan 2026 – now
- ICS 26: Data Structures Implementation and Analysis: office hours, review sessions, grading and mentoring
Therap Services
ML Engineer · Apr 2024 – Aug 2025
Associate ML Engineer · Feb 2023 – Mar 2024
- Computer vision: face recognition, multi-object tracking, activity recognition
- Real-time monitoring system combining cameras and sensors into long-term behavior models
- Optimized ML pipelines for constrained devices with NVIDIA DeepStream
- Scaled distributed video ML in the cloud (AWS, Oracle Cloud)
CAIL, University of Dhaka
Research Assistant · Jan 2021 – Jan 2023
- Safe and multi-agent reinforcement learning
- Developed DePAint, a decentralized safe MARL algorithm
- GNNs and RL for combinatorial optimization
CranTech LLC
Full Stack Developer, part-time · 2020
- Web and mobile projects with React, Express and React Native