Jun 2022 - Present

Machine Learning Engineer

Robotic Marketer Ltd. · Melbourne, Australia

  • Architected an ML-based direct marketing platform from scratch, handling thousands of data points.
  • Developed an AI-powered content generation engine and exposed it through a REST API.
  • Created an image generation platform that lets users reliably generate brand-specific content.
  • Designed and supervised the development of a CRM system featuring lead pipeline tracking and management.
  • Built serverless applications to automate website scraping, data extraction and analysis.

ML-based marketing platform architected from scratch

Jul 2021 - Apr 2022

Research Assistant (part-time)

HealthcareLogic Pty Ltd. · Gold Coast, Australia

  • Designed and developed a machine learning model for hospital length-of-stay (LoS) prediction.
  • Experimented, analysed and evaluated several machine learning models for regression.
  • Developed a patient arrival rate prediction model for hospitals.

LoS model outperformed the existing one by at least 47%

Jun 2020 - Sep 2020

AI Research Engineer (part-time)

DeepCognito Ltd. · Manchester, UK

  • Designed, implemented and evaluated the performance of several machine learning models for continuous learning.
  • Implemented several core components of an existing continuous learning framework in Python.
  • Designed and implemented a database similarity measurement approach to improve data retrieval and processing accuracy.

Database similarity approach improving retrieval accuracy

Oct 2017 - Mar 2018

Software Engineer (part-time)

DeepCognito Ltd. · Manchester, UK

  • Developed a conversational AI chatbot using RASA and ML that answers user queries.
  • Extracted topics and associated sentiments from patient feedback comments.
  • Completed an ML model to detect sentiment in news articles.

Conversational AI chatbot built with RASA

Dec 2015 - Aug 2016

Software Engineer

Jaxara IT Limited · Dhaka, Bangladesh

  • Transformed client requirements into requirement specifications.
  • Designed and set up system architecture by following standard practices.
  • Applied tools such as Drupal, Jira and Git for implementation and documentation.

Jun 2013 - Mar 2015

Software Engineer

Nascenia IT · Dhaka, Bangladesh

  • Developed a betting-related PHP web application requiring REST API integration.
  • Integrated the social media login API into a web application.