📊 GitHub and Kaggle

📁 Projects and Technical Blogs

• ⭐⭐ Online ML University ⭐⭐
  A curated list of FREE courses available online from top universities of the world on CS-DS-ML!
  Currently 80+⭐ in GitHub!
• 📑 Paper Organization and Collection
  
  • Awesome ICLR 2024 Graph Paper Collection : A complete list of all graph papers accepted at ICLR'24. Currently 35+⭐ in GitHub!
  • Awesome ICLR 2024 LLM Paper Collection : A complete list of all LLM papers accepted at ICLR'24. Currently 8+⭐ in GitHub!
• Course Resource Hub: CS-DS-ML Course Resources!
  
  • Machine Learning Specialization - Coursera: Currently 150+⭐ in GitHub!
  • Deep Learning Specialization - Coursera: Currently 20+⭐ in GitHub!
  • DataCamp: Currently 30+ 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.

📲 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).

🏆 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 - ট্যকিয়ন.
• 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.
• সেরা পাঠক পুরস্কার (২০১৩) | অভিনন্দন পুরস্কার (২০১৪) | শুভেচ্ছা পুরস্কার (২০১৬) | বই পড়া প্রতিযোগিতা | 2013-2017 | বিশ্বসাহিত্য কেন্দ্র, Bangladesh.