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)
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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!
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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 as per my use. If you want to use it, please remove all Google Analytics tags first.