📚 My Research Blog

Welcome to my daily research log for the CEAMLS SAIRI Summer 2025 program. Each entry reflects hands-on learning, challenges, and reflections.

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📅 Table of Contents

• Week 1 (May 26 – May 30)

  • Day 1 – Getting Familiar with Git and GitHub
  • Day 2 - Basic Python
  • Day 3 – Model Training and Python102
  • Day 4 – File Handling, LLMs and AI
• Week 2 (June 2 – June 6)

  • Day 5 - First in-person session
  • Day 6 – Research and Citation
  • Day 7 - Literature Review Contd. and Presentation
  • Day 9 - Learning Data Cleaning and Merging
  • Day 8 - College Tour and Data Loading in Colab
• Week 3 (June 9 – June 13)

  • Day 10 - EDA exploration
  • Day 11 - EDA and Algorithm Development
  • Day 12 - Deeper Dive to Data Exploration
  • Day 13 - Cohort and Model Development
  • Day 14 - Kaggle certification
• Week 4 (June 16 – June 20)

  • Day 15 - Data Cleaning
  • Day 16 - Data Cleaning and Merging
  • Day 17 - EDA and Climate APIs
  • Day 19 - More into Weather API and Confirmation with Abiola
• Week 5 (June 23 – June 27)

  • Day 20 - Problems with our code
  • Day 21 - Back on track
  • Day 22 - Team Building Activity and AI modelling
  • Day 23 - Communication
  • Day 24 - Model Training on Complete Data
• Week 6 (June 30 – July 4)

  • Day 25 - MORE OF MODEL DEVELOPMENT
  • Day 26 - Getting everything together
  • Day 27 - Getting Ready for Mid-Summer
• Week 7 (July 7 – July 11)

  • Day 30 - Hyperparameter Tuning
  • Day 31 - Working on Model
  • Day 32 - Finishing touches on Model
  • Day 33 - Report Writing Workshop and Using Future Weather for prediction
• Week 8 (July 14 – July 18)

  • Day 35 - Dashboard Making and Visaulization
  • Day 36 - Cohort
  • Day 37 - Almost done with the dashboard
  • Day 38 - Depth on learning paper writing
  • Day 39 - Finishing Dashboard
• Week 9 (July 21 – July 25)

  • Day 40 - Pitching Idea
  • Day 41 - Pitching Video
  • Day 42 - Tweaking the Dashboard
  • Day 43 - Papers and More Papers
  • Day 44 - Human Machine Interaction
• Week 10 (July 28 – August 1)

  • Day 45 - Live Flight Tracking
  • Day 46 - Live Flight Tracking
  • Day 47 - Finishing Touches