Work Experience

Robotic Marketer, Melbourne (Jun 2022 - present)

Engineered algorithms employing semantic similarity, OpenSearch, and GPT models to recommend relevant events, media outlets, and awards for clients, consistently maintaining accuracy above 80%.
Developed a serverless application for identifying business competitors through automatic Google search, employing semantic similarity for filtering and ranking, achieving accuracy levels between 80-90%.
Fine-tuned and integrated GPT models to autonomously generate customized blog headings, enhancing content creation efficiency.
Developed serverless applications on AWS Lambda for website scraping and extraction of valuable data, demonstrating proficiency in data acquisition.
Designed and implemented backend APIs using Flask in Python, fostering seamless communication between applications and ensuring robust system architecture.

HealthcareLogic, Gold Coast (Jun 2021 - May 2022)

Designed and implemented a machine learning model for predicting hospital length of stay, optimizing patient care planning.
Significantly enhanced the accuracy of the existing Length of Stay (LoS) prediction model by over 20%, contributing to more precise healthcare resource allocation.
Engineered a patient arrival rate prediction model for hospitals, improving operational efficiency and resource management.

DeepCognito, Manchester, UK (Sep 2018 - Apr 2019)

Extracted topics and sentiments from patient feedback comments, enhancing insights into healthcare experiences.
Executed data loading, preprocessing, segmentation, and topic modeling on patient opinion data, optimizing information extraction processes.
Developed a machine learning model for sentiment detection in news articles, contributing to accurate sentiment analysis across diverse content.

Jaxara IT, Dhaka, Bangladesh (Dec 2015 - Aug 2016)

Translated client requirements into comprehensive requirement specifications, ensuring a clear understanding of project objectives and expectations.
Formulated and implemented system architecture, adhering to industry-standard practices, to create robust and scalable solutions.
Utilized tools such as Drupal, Jira, and Git for seamless implementation and meticulous documentation, enhancing project efficiency and collaboration.

Four D Communications, Dhaka, Bangladesh (Apr 2015 - Nov 2015)

Engineered a hybrid mobile application utilizing the Ionic framework, Cordova, and AngularJS, showcasing adeptness in cross-platform development.
Diagnosed and resolved issues within a customer relationship management (CRM) system, ensuring continuous functionality and optimal user experience.
Adhered to Agile Scrum methodologies throughout the software development life cycle, ensuring a streamlined and collaborative approach to project management and delivery.

Nascenia IT, Dhaka, Bangladesh (Jun 2013 - Mar 2015)

Spearheaded the creation of dynamic web applications using PHP, JavaScript, and CSS, demonstrating proficiency in full-stack development.
Implemented performance optimization strategies through effective caching techniques, resulting in enhanced overall web application speed and responsiveness.
Orchestrated seamless integration of authentication systems and social media login features, elevating user experience and engagement within web applications.