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Basics

Name Bishnu Dev
Title Machine Learning M.S. Student
Email [email protected]
Phone +971 56 333 0875
Url https://www.bishnudev.com
Summary Deep learning optimization, pairing efficient ML theory with sensing and interaction systems.

Work

  • 2025.09 - Present
    Graduate Researcher
    MBZUAI
    Deep learning optimization with a focus on efficient methods.
    • Studying step-size design and second-moment estimates for modern optimizers.
    • Advised by Prof. Samuel Horváth.
  • 2024.11 - 2025.08
    Visiting Scholar (Remote)
    SPICE Lab, Northwestern University
    Calibration-free human motion sensing with wearables.
    • Generated synthetic smartwatch IMU data from mocap datasets to train bi-LSTM models.
    • Demonstrated calibration-free arm pose estimation using synthetic data and bi-LSTM models.
    • Advisor: Prof. Karan Ahuja.
  • 2023.04 - 2024.07
    Undergraduate Researcher
    CSP Lab, NYU Abu Dhabi
    Privacy-preserving web search with LLM-based decoy queries.
    • Built a semantic-aware decoy query generator to reduce detectability by LLMs.
    • Advisor: Prof. Christina Pöpper.
  • 2021.09 - 2024.05
    Research Assistant
    CAMeL Lab, NYU Abu Dhabi
    Voice-driven video interaction systems for multilingual communication.
    • Engineered microservices for speech recognition, dialogue, and video control; containerized with Docker on GCP.
    • Built a web interface enabling natural-speech video control.
    • Supervisor: Prof. Nizar Habash.
  • 2022.06 - 2022.10
    Software Development Intern (Remote)
    Zbor
    Cross-platform mobile app with a serverless backend.
    • Built a React Native app with GraphQL APIs for DynamoDB.
    • Implemented Cognito authentication and custom AppSync Lambda resolvers.
    • Improved scalability with Lambda layers and real-time updates.
  • 2022.03 - 2022.07
    Data Science Intern (Remote)
    Around.to
    Analytics dashboards and revenue modeling.
    • Developed a Streamlit dashboard for client analytics and revenue trends.
    • Applied supervised ML for revenue heatmaps and built Metabase dashboards with SQL.

Volunteer

  • 2025.01 - 2025.01
    Reviewer
    AISTATS 2026
  • 2024.10 - 2024.10
    Volunteer
    IEEE/RSJ IROS 2024
    Supported visitor sessions at MBZUAI.
    • Guided attendees and coordinated logistics.

Education

Awards

Publications

Skills

C
C++
Python
Java
JavaScript
TypeScript
SQL
Elixir
React
Django
Node.js
PyTorch
PySpark
AWS
Docker
Git

Languages

English
Fluent
Nepali
Native
Maithili
Native
Hindi
Fluent

Projects

  • 2024.01 - 2024.06
    Keystroke Biometrics Logger
    Chrome extension capturing keystroke dynamics for biometrics research.
    • Exports structured typing data for ML analysis.
  • 2024.02 - 2024.04
    Editable Creatable Multiselect
    Open-source customizable multiselect dropdown component.
    • Supports inline editing and item creation.
  • 2023.03 - 2023.06
    FAT32 File Recovery
    Command-line tool to recover deleted files from FAT32 file systems.
    • Handles contiguous and non-contiguous layouts.