Experience
Professional Experience
- Research Engineer (Speech & NLP)
AIMS Lab, UIU, Dhaka, Bangladesh
- Period: February 2023 – Present
- Supervisor: Dr. Khondaker Abdullah Al Mamun
- Project: Automated and Intelligent Medical Scriber for Doctor-Patient Conversation (AIMScribe)
- Designing protocol for collecting audio data and automatically transcribing them.
- Designing experiments for speaker diarization, NER, and summarization in the Bengali language.
- Applying different NLP, speech processing, and machine learning techniques to produce deliverable output.
- Writing high-quality research articles on the AIMScribe project.
- Machine Learning Research Engineer
Intelsense AI, Dhaka, Bangladesh
- Period: September 2021 – April 2022
- Implemented a G2P model for Bengali and gained state-of-the-art accuracy (99%) on unseen data.
- Prepared large-scale (nearly 600 hours) audio data for better Bengali ASR training.
- Speech synthesis: Implemented Coqui TTS models for low-resourced language like Bengali.
- Conversational AI: Developed AI-driven chatbots using Rasa Open Source.
- Bengali transcriber: Prepared the annotated corpus for the Bengali transcriber; already in use.
- Machine Learning Research Intern
Intelsense AI, Dhaka, Bangladesh
- Period: June 2021 – August 2021
- Developed the pipeline for Bengali text normalization and punctuation restoration.
- Reviewed the literature of the related technologies.
Voluntary Service
- Student Volunteer at EACL (Dubrovnik, Croatia)
- Period: May 2023 – May 2023
- Helped people find the rooms, their poster, etc. in GatherTown during the virtual poster sessions
- General Member at AUST Innovation and Design Club (AUSTIDC)
- Period: May 2017 – December 2021
- AUSTIDC ID 1702271
- Affiliated with Ahsanullah University of Science and Technology (AUST)
- Communication Responsible at Mozilla
- Period: January 2018 – January 2018
- Affiliated with Ahsanullah University of Science and Technology (AUST)
- Content Developer at Durbin Labs Limited
- Period: June 2018 – August 2018
- Affiliated with Durbin Labs Limited
Honours & Awards
- Diversity & Inclusion Award (Registration fee waiver, travel grant, hotel accommodation) from EACL (Dubrovnik, Croatia); sponsored by Amazon Science (2023)
- Robi-Datathon 2.0 Finalist (Top 6% among 358 Teams); organized by Robi Axiata Limited (2022)
- Game Showcasing Competition 1st Runner-Up; organized by AUST IDC (Spring 2018)
Contests & Participations
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