Work Experience

The University of Texas at Arlington — Arlington, Texas

Graduate Research Assistant · Part-time · May 2025 – Present

• Focus areas: Big Data Management, Big Data Mining, Graph ML.

Graduate Teaching Assistant · Aug 2024 – May 2025

• Assisted in grading assignments and exams.
• Provided mentorship and support to students.
• Courses:
  • CSE 1310 — Introduction to Computers & Programming (Spring 2025)
  • CSE 3330 — Database Systems and File Structures (Fall 2024)

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Strativ AB — Dhaka, Bangladesh

Software Engineer (AI) · Full-time · Dec 2023 – Jul 2024

• Developed chatbot assistants by building custom RAG pipelines with LLMs, NLP, and vector databases.
• Co-developed the backend for a SaaS platform using Django REST Framework, enabling multiple companies to onboard and access customized chatbot services.

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REVE Systems — Dhaka, Bangladesh

Software Engineer — Machine Learning · Aug 2023 – Dec 2023

• Built a training pipeline that augments audio data in real time using Redis and inter-process communication.
• Deployed a production speech-to-text inference pipeline:
  • Scalable serving with Triton Inference Server.
  • Converted PyTorch models to ONNX for faster inference.
  • Containerized and deployed with Docker.
• Helped create a streaming service using overlapping audio chunks, reducing reliance on VAD.

Jr. Software Engineer — Machine Learning · Jul 2022 – Jul 2023

• Bengali Speech-to-Text (STT) — Government project
  • Data Analysis: analyzed crowdsourced speech data to guide model training.
  • Model Development: ASR models, speech-to-phoneme; phoneme-to-text seq2seq; punctuation restoration.
  • Deployment: hosted multiple inference APIs with FastAPI.

Machine Learning Engineering Intern · Jun 2022 – Jul 2022

• Learned transformer architectures; worked with PyTorch and sentence-transformers for similarity.
• Question Answer Management System (QAMS) for the Parliament of Bangladesh:
  • Implemented sentence-transformer embeddings + cosine similarity to flag near-duplicate questions.
  • Added a Word Mover’s Distance module to further filter similar questions.