About

Work Experience

• Deep Learning Engineer, Alteredverse Pte Ltd.

  May, 2023 - Feb, 20262 years 9 months

  Led R&D for geospatial AI pipelines (3D reconstruction, LLM integration) with direct applications to smart city planning and metaverse development.

  • Designed end-to-end 3D vision pipeline for urban geospatial data with 98% automation rate in digital twin creation

  • Developed LLM-powered NPCs for virtual malls and crowdtale games, increasing engagement by 40%

  • Led research in multi-view 3D textured mesh reconstruction

  • Key projects: Geospatial AI, World of Malls, Crowdtale apps

• Manager (New Core Planning), Robi Axiata Limited

  May, 2022 - Apr, 20231 year

  Led development of high-impact telecom solutions serving 53M+ users, achieving 99.99% system uptime and 40% faster transaction processing.

  • Managed cross-functional teams delivering critical projects with 100% on-time completion

  • Led multiple R&D projects from concept to completion

  • Planned and designed business requirements, infrastructure, and capacity for high-revenue applications

• AI Engineer, NetTargets Inc.

  Feb, 2021 - Apr, 20221 year 3 months

  Designed graph ML models for drug discovery, reducing timelines by 60%.

  • Developed novel deep learning models achieving 85% prediction accuracy

  • Architected ML pipeline processing 100M+ molecular structures, identifying 1000+ drug candidates

  • Implemented production-grade drug-drug interaction prediction system

  • Key projects: DrugDiscovery AI, Protein Interaction Predictor

• Framework Architect, Automation Solutionz Inc.

  Aug, 2015 - Jul, 20183 years

  Developed and maintained an industry-leading end-to-end automated testing framework.

  • Increased product quality by 45% through innovative testing solutions

  • Reduced testing cycle time by 60% for multiple client projects

  • Improved test coverage by 80% across implemented projects

  • Key project: ZeuZ Framework

• Machine Learning Engineer (Part-time), Fashionade Inc.

  Aug, 2022 - Dec, 20225 months

  Developed cutting-edge fashion AI solutions using deep neural networks and computer vision.

  • Deployed production ML models for virtual try-on with 90% accuracy

  • Implemented REST API-based model evaluation system for real-time fashion recommendation

• Software Automation Tester (Contract), Asset Science LLC

  Dec, 2015 - Jan, 20171 year 2 months

  Designed and executed comprehensive test automation using Selenium and Appium.

  • Reduced manual testing efforts by 60% through automated test case implementation

• Software Developer (Part-time), Automation Solutionz Inc.

  Jan, 2014 - Aug, 20151 year 8 months

  Developed a scriptless test automation framework adopted as a top software testing platform.

  • Collaborated effectively with cross-functional teams to deliver projects on time and budget

Projects Experience

• GeoAI

  May, 2023 - Feb, 20262 years 9 months

  • Technologies: TensorFlow, PyTorch, Open3D, GIS tools, Unreal Engine

  • 98% automation rate in digital twin creation

• World of Malls

  May, 2023 - Feb, 20262 years 9 months

  • Technologies: AI Agents, MCP Servers, Node.js, React, GCP, Vertex AI, NVIDIA NIM

  • 40% increase in virtual mall engagement

• StyleAI

  Aug, 2022 - Dec, 20224 months

  • Technologies: PyTorch, TensorFlow, OpenCV, Pillow

  • 90% accuracy in production models

• AI-powered Drug Discovery

  Feb, 2021 - Apr, 20221 year 2 months

  • Technologies: TensorFlow, Keras, PyTorch, Python, R, Julia, GCP

  • 85% prediction accuracy, 60% reduction in discovery timeline

• Virtual Try-On

  Mar, 2019 - Jan, 20211 year 10 months

  • Technologies: PyTorch, OpenCV, Python, MATLAB, OpenDR

  • Published 3 papers in top-tier venues (CVPRW, ACCV)

Skills

Education

Awards

Publications

Interests

References