đ° Blogs and Articles
đ GitHub
đ Projects and Technical Blogs
- AyaFestPe: A multi-lingual and multi-cultural festival exploration guide The pipeline starts by collecting festival data from HF and translating it with AyaExpanse for multilingual access. We then gather user queries, use M-RAG to embed data and queries, rerank results, and combine relevant context with the query to generate output. [GitHub] âĒ [Colab] (using Cohere API) âĒ [Kaggle] (Using released model weights, with quantization)
-
ââ Online ML University ââ
A curated list of FREE courses available online from top universities of the world on CS-DS-ML! Currently ~150â in GitHub! - đ Paper Organization and Collection
- Awesome ICML 2024 Graph Paper Collection : List of all graph and/or GNN papers accepted at ICML'24, grouped by topic and sub-topics with analysis. Currently ~160â in GitHub!
- Awesome ICLR 2024 Graph Paper Collection : List of all graph papers accepted at ICLR'24. Currently ~70â in GitHub!
- Awesome ICLR 2024 LLM Paper Collection : List of all LLM papers accepted at ICLR'24. Currently ~35â in GitHub!
-
Course Resource Hub: CS-DS-ML Course Resources!
- Machine Learning Specialization - Coursera: Currently ~235â in GitHub!
- Deep Learning Specialization - Coursera: Currently ~35â in GitHub!
- DataCamp: Currently ~40â in GitHub!
- Bias-Variance Tradeoff |Tutorial with NumPy & Seaborn A brief tutoial on Bias-Variance Tradeoff. Used pandas, numpy, seaborn, Scikitlearn.
- Divorce Prediction & Reasons : Machine Interpretation Analysis with XGB, SHAP, RFE A detailed exploratory data analysis of Divorce with necessaey Viz. Predicted with XGBoost. Then, analyzed featured for PCA. Used pandas, numpy, seaborn, xgboost, shap, scikit-learn.
- Time Series Analysis and Forecasting A detailed blog tutorial on different time series analysis methods and examples.
- Clustering | Techniques & Algorithms Analysis A brief tutoial on different Clustering Techniques & Algorithms.
- Intro to Imputation | Different Techniques A brief tutoial on Different Techniques of Imputation. Used pandas, numpy, seaborn, Scikitlearn, XGBoost.
- Tutorial of Top 7 Cross Validation Methods A brief tutoial on 7 Cross Validation Methods. Used pandas, numpy, seaborn, Scikitlearn.
- Intro to Clustering | Different Methods and Techniques A brief tutoial and analysis on Clustering. Used pandas, numpy, seaborn, Scikitlearn.
- Export Processing Zones | EDA + Statistical Analysis A detailed exploratory data analysis of Export Processing Zones of BD with necessaey Viz. Used pandas, seaborn, plotly, geopandas & bokeh.
đ˛ Tools and Apps
- PhotoFrame Automator 2.0 Uses pillow and open cv to automate the process, to detect faces in a image, crop accordingly - placing the face in center and then place the image to the frame, then save to both png and pdf for further use.
- Wote! Don't Write Notes, Just Wote! (beta) Used Java and Android Studio to code an note taking app with to-do list.
- Black Brains | Office Assistant Used MIT AI to code and Google Sheets as a Database. A full-comprehensive app with multiple dashboards and unique organizational features to manage employees and learners.
- BYSO App Used MIT AI to code and Google Sheets as a Database. A full-comprehensive app with multiple dashboards and unique organizational features to manage members, donations and organizers. Blood Donation Management Feature added (currently not is active use).
đ Awards and Achievements
- Received ICLR 2024 Travel Award, along with complimentary in-person full conference registration.
- Finalist | ProcessMiner QCRE Data Challenge - 2023 | April-May, 2023 | IISE, IISE Annual Conference and Expo 2023.
- Datasets Master | Kaggle | April 08, 2022 | Kaggle.
- Winner (1st) | Tachyon Writing Contest - 2 | January - February, 2023 | Tachyon - āĻā§āĻ¯āĻāĻŋā§āĻ¨.
- Discussions Master | Kaggle | November 14, 2022 | Kaggle.
- Notebooks Grandmaster | Kaggle | September 08, 2022 | Kaggle.
- Notebooks Master | Kaggle | June 16, 2022 | Kaggle.
- Champion | GDN Presenta | May 10, 2021 | Graduate Development Network - SUST.
- Best Designer and Powerpoint Maker | Intra GDN SUST Skill Development Workshop 2021 | April 23, 2021 | Graduate Development Network - SUST.
- Top 20 in Bangla | What Liberation Means to Me? 2021 | March 2021 | Youth Opportunities and Bangladesh Highcommission of India.
- 2nd Runners Up | Podiam 1.0 | Octaber, 2021 | Graduate Development Network - SUST.
- Priliminary Winner | International Youth Math Challenge 2020 | September 2020 | International Youth Math Challenge.
- Priliminary Winner | International Youth Math Challenge 2019 | September 2019 | International Youth Math Challenge.
- National Winner | National Earth Science Olympiad | September 2019 | Bangladesh Youth Environmental Initiative (BYEI).
- 2nd Runners Up | Inter School and College Programming Contest | Cumilla Region | 2019 | ICT Divison, Bangladesh.
- Silver Award | The Queen's Commonwealth | Essay Competition - 2019 | August 2019 | The Royal Commonwealth Society.
- Winner (1st Place) | Bangladesh Chemistry Olympiad | Cumilla Region | January 2019 | Bangladesh Chemistry Olympiad.
- Winner (5th Place - Joint) | Bangladesh Physics Olympiad | Cumilla Region | December 2018 | Bangladesh Physics Olympiad.
- Winner | Bangladesh Zoology Olympiad | Cumilla Region | November 2018 | Bangladesh Zoology Olympiad.
- Winner (11st) | National High School Programming Contest 2017 | Cumilla Region | March 2017 | ICT Division, Bangladesh.
- Winner (3rd) | National High School Programming Contest 2016 | Cumilla Region | March 2016 | ICT Division, Bangladesh.
- āĻ¸ā§āĻ°āĻž āĻĒāĻžāĻ āĻ āĻĒā§āĻ°āĻ¸ā§āĻāĻžāĻ° (ā§¨ā§Ļā§§ā§Š) | āĻ āĻāĻŋāĻ¨āĻ¨ā§āĻĻāĻ¨ āĻĒā§āĻ°āĻ¸ā§āĻāĻžāĻ° (ā§¨ā§Ļā§§ā§Ē) | āĻļā§āĻā§āĻā§āĻāĻž āĻĒā§āĻ°āĻ¸ā§āĻāĻžāĻ° (ā§¨ā§Ļā§§ā§Ŧ) | āĻŦāĻ āĻĒā§āĻž āĻĒā§āĻ°āĻ¤āĻŋāĻ¯ā§āĻāĻŋāĻ¤āĻž | 2013-2017 | āĻŦāĻŋāĻļā§āĻŦāĻ¸āĻžāĻšāĻŋāĻ¤ā§āĻ¯ āĻā§āĻ¨ā§āĻĻā§āĻ°, Bangladesh.
đŖī¸ Talks and Training Workshops Taken
- Research in IPE and ML: The Beginning | April 04, 2024 | Webinar
- Pie & AI: Sylhet - ML Research for Engineering Undergrads: A Pathway | Oct 23, 2023 | Workshop
- Introduction to Research (IPE and ML Focused) | Sept 8, 2023 | Workshop
- Navigating the Digital Frontier | Building the Basics on ML and AI | Aug 25, 2023 | Guest Talk
- Building AI and Machine Learning Model: How to Start? | Jul 23, 2023 | Workshop
- Pie & AI: Sylhet - Use of ChatGPT and Generative AIs | Mar 3, 2023 | Guest Lecture
- Pie & AI: Sylhet â Machine Learning for Engineering Students | Jan 25, 2023 | Talk
- Pie & AI: Sylhet - Introduction to Python for AI | Oct 15-22, 2023 | Workshop
Feel free to email me azminetoushik dot wasi@gmail dot com. if you are interested in having me as a guest for a workshop, webinar, or talk. I'm open to sharing my knowledge, ideas and discuss my research.
đ§âđ¤âđ§ Hobby and Other Interests
I love to -
- đ read stories and novels, specially mystery and thrillers!
- âŊ watch football; and a Real Madrid fan!
- â°ī¸ travel; specially in hills, mountains and waterfalls!
- đŦ watch movies and series, specially from fantasy and mystery genre!
- đĨī¸ play PC games for fun!
đ Credits and Website Resources
- The base for my website template, by Ankit Sultana.
- I used several updates made by Maria Antoniak.
- I have modified it heavily as per my use and preference. If you want to use it, please take my permission first and make sure toremove all Google Analytics and Microsoft Clarity tags first. It is my copyrighted content, and if you use it without proper permission and removal of sensitive tags, you'll be open to appropiate legal actions for copyright violations.
Copyright © 2025 Azmine Toushik Wasi. All rights reserved.