Resume

Teaching Assistant

Computer Science Department, University of Idaho

• Assisting in undergraduate computer science courses.
• Conducting lab sessions and providing academic support to students.
• Grading assignments and exams.
• Collaborating with faculty on curriculum development.

Senior Software Engineer

Enosis Solutions

• Optimized Communication Center with synchronization and data persistence.
• Led campaign automation with SMS/email workflows and dynamic opt-outs.
• Resolved complex bugs, fixing asynchronous handling and race conditions.
• Managed database migrations, ensuring seamless evolution and performance.
• Revamped UI/UX across platforms for cross-device compatibility.
• Improved API performance, reducing latency in high-traffic applications.
• Implemented role-based access control, enhancing security.
• Integrated MMS capabilities, managing media lifecycle.
• Developed test automation frameworks and conducted regression testing.
• Led cross-functional teams, collaborating globally on feature development.
• Implemented push notifications and worked on iOS webviews.

Research Fellow

Ankur Undergrad Research Scholarship

• Collected a dataset of over 140 patient records for pneumonia detection, validated by three different doctors.
• Developed web-based medical software for pneumonia detection, enabling users to upload mobile-captured X-ray images and receive pneumonia predictions.
• Created and analyzed a custom Residual Attention Network model for pneumonia detection, outperforming existing models.
• Studied and implemented various models for early diabetes prediction, demonstrating the effectiveness of data recovery with MLP over K-means-based noise reduction with different classifiers.

Doctor of Philosophy

University of Idaho

Computer Science

Bachelor of Science and Engineering

Patuakhali Science and Technology University

Computer Science & Engineering

Rape Cases with Legal Codes

Harvard Dataverse

Comprehensive dataset of rape cases in Bangladesh annotated with legal codes.

Bangladesh Rape Cases Metadata

Harvard Dataverse

Metadata files extracted from newspapers using LLM to analyze rape cases in Bangladesh.

Online Digital Investigative Journalism using SociaLens

26th International Conference on Information Integration and Web Intelligence (IIWAS)

Presented research on leveraging SociaLens for enhancing digital investigative journalism.

Bangladesh Weather Dataset (1901 - 2023)

Harvard Dataverse

Historical weather data from Bangladesh spanning over a century.

Efficacy of Transfer Learning Models in Pneumonia Detection with Scarce Local Healthcare Data

The 12th International Conference on Electrical and Computer Engineering (ICECE)

Evaluated the effectiveness of various transfer learning models for pneumonia detection using limited local healthcare data.

Design Recommendations for a Smartphone-based Point-of-Care Tool: Analyzing Context and Implications for Use in Rural Bangladesh

International Journal of Human–Computer Interaction

Analyzed the context and implications of using smartphone-based point-of-care tools in rural Bangladesh.

Pneumonia Detection Using Deep Transfer Learning in Gender Specific Chest X-ray Images

2021 International Conference on Electronics, Communications and Information Technology (ICECIT)

Developed a deep transfer learning model for pneumonia detection tailored to gender-specific chest X-ray images.

Important Feature Selection & Accuracy Comparisons of Different Machine Learning Models for Early Diabetes Detection

2018 International Conference on Innovation in Engineering and Technology (ICIET)

Compared feature selection methods and machine learning models to enhance early diabetes detection accuracy.

Bangladesh Law LLM

Developed a complete dataset of Bangladesh law for every year and section, along with a retrieval system enabling users to query legal information with references.

Weather Time Series Data Analysis and Prediction

Analyzed 50 years of weather data from Bangladesh to develop a time series model predicting future temperatures, rainfall, and runoff.

Newspaper Data Analysis

Analyzed newspaper articles to assess the prevalence and circumstances of road accidents and rape cases across Bangladesh.

Different Type of Fruit Classification

Developed real-time software using Python to detect and sort different types of fruit into designated categories or boxes.

3 Lead ECG

Designed and developed a 3 Lead ECG system using Java capable of measuring a person's electrocardiogram and providing valuable heart health information.

Online MCQ Exam System

Created an online multiple-choice exam system using PHP, facilitating remote assessments and automated grading.

Microsoft Malware Detection Challenge

Kaggle

Achieved Top 10% ranking in the Microsoft Malware Detection Challenge.

Catch me if you can (User identity detection)

Kaggle

Secured Top 5% position in the Catch me if you can User Identity Detection competition.

RSNA Pneumonia Detection Challenge

Kaggle

Ranked in the Top 13% for the RSNA Pneumonia Detection Challenge.

ACM ICPC Dhaka Regional (Onsite)

ACM, uHunt, Codeforces

Participated in ACM ICPC Dhaka Regional competitions across 2016, 2017, and 2018.

Participant

National Research Summer Camp

Instructor

Nepal National Programming Camp

Instructor

BACS-BUBT National Programming Camp

Conducted beginner and intermediate programming sessions.