timeline
My journey over the years...
Basics
| Name | Md Afif Al Mamun |
| Title | Graduate Researcher |
| afif.mamun@ucalgary.ca | |
| Homepage | https://afif.me/ |
Work
-
2025.01 - Present Intern
IBM Canada
Working as an intern at IBM Canada with Eclipse Openj9 team. My work involves developing AI-powered solutions to assist developers in bug triaging and automated bug deduplication.
- LLM
- Bug Triaging
- Automated Bug Deduplication
-
2023.09 - Present Graduate Assistant - Research & Teaching
University of Calgary
Working as a Graduate Assistant in the Department of Electrical & Software Engineering at the University of Calgary.
- NLP, LLM, Software Engineering, AI Trustworthiness
-
2023.01 - 2023.08 Software Engineer II in AI/ML
Infolytx Bangladesh Limited
Worked as a Software Engineer II in the AI/ML team at Infolytx Bangladesh Limited.
- NLP
- Computer Vision
-
2022.01 - 2022.12 Software Engineer I in AI/ML
Infolytx Bangladesh Limited
Worked as a Software Engineer I in the AI/ML team at Infolytx Bangladesh Limited.
- NLP
- Computer Vision
-
2021.07 - 2021.12 Jr. Software Engineer in AI/ML
Infolytx Bangladesh Limited
Worked as a Jr. Software Engineer in the AI/ML team at Infolytx Bangladesh Limited.
- NLP
- Computer Vision
-
2020.07 - 2021.06 Software Engineer
ServicEngine Limited
Worked as a Software Engineer at ServicEngine Limited.
- Software Development
- Client Interaction
Education
-
2023.09 - Present Calgary, Alberta
-
2016.05 - 2020.08 Dhaka, Bangladesh
Awards
- 2025.06.25
Alberta Graduate Excellence Scholarship (AGES)
University of Calgary
- 2025.03.24
ESE Graduate Research Award
University of Calgary
- 2025.05.01
ACM Distinguished Paper Award
FSE 2025
Awarded this for our paper titled Hallucination Detection in Large Language Models with Metamorphic Relations.
- 2024.10.24
- 2024.06.26
Alberta Graduate Excellence Scholarship (AGES)
University of Calgary
- 2024.04.01
ESE Graduate Research Award
University of Calgary
- 2022.01.01
50 Years Victory of Bangladesh Gold Medal
Daffodil International University
- 2017.01.01
Professor Dr. M. Lutfar Rahman Scholarship
Daffodil International University
Certificates
| Java for Android | ||
| Coursera |
| Front-End Web Development with React | ||
| Coursera |
| Learn Javascript | ||
| One Month |
| Python Certificate | ||
| HackerRank |
| Java Certificate | ||
| HackerRank |
| Version Control with Git | ||
| Coursera |
| Neural Networks and Deep Learning | ||
| Coursera |
| Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning | ||
| Coursera |
| Data Manipulation with pandas | ||
| Datacamp |
| Sentiment Analysis in Python | ||
| Datacamp |
| Advanced NLP with spaCy | ||
| Datacamp |
| MongoDB Basics | ||
| MongoDB University |
| Into to SQL | ||
| Kaggle |
| AWS S3 Basics | ||
| Coursera |
Publications
-
2020 an-Eye: Safe Navigation in Footpath for Visually Impaired using Computer Vision Techniques
Daffodil International University
-
2020 TLNet: A Deep CNN model for Prediction of Tomato Leaf Diseases
ICCIT 2020 (IEEE)
-
2019 Bangla Music Genre Classification Using Neural Network
SMART 2019 (IEEE)
Skills
| Software Engineering |
| Large Language Models |
| Natural Language Processing |
| Computer Vision |
| Amazon Web Services |
| CI/CD |
Languages
| Bengali | |
| Native speaker |
| English | |
| Fluent |
Projects
- 2023.09 - Present
Intelligent Issue Analytics Assistant for IBM Runtime Systems
- DeBERTa
- RoBERTa
- Pytorch
- Transformers
- 2023.01 - 2023.07
OptiLine™ - Assembly Line Stoppage Solution
- PyTorch
- FastAPI
- spaCy
- 2022.01 - 2022.06
TextMiner - Text Analytics Framework
- FastAPI
- PyTorch
- Amazon Textract
- spaCy
- 2022.06 - 2022.09
BestFit - Candidate Screening System
- Spring Boot
- spaCy
- NLTK
- 2021.09 - 2021.12
Shadhin - Fintech Accelerator
- FastAPI
- PyTorch
- spaCy
- 2018 - 2020
anEye - Undergrad Thesis Project
- Tensorflow
- Keras
- OpenCV
- Python
- 2019 - 2019
Bangla Music Genre Classifier
- Tensorflow
- Keras
- Python
- 2018 - 2018
Inventory Management System
- JavaFX
- MySQL