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text_to_handwriting's Introduction

Hey there, I'm Aditya Jha! ๐Ÿ‘‹

Welcome to my GitHub profile! I'm passionate about Data Science, Machine Learning, and Cloud Computing. Here's a bit about me:

  • ๐Ÿ“ Based in Kolkata, West Bengal, India.
  • ๐ŸŽ“ B.Tech graduate in Information Technology with a focus on Data Science.
  • ๐Ÿ’ผ Currently working as an Engineer in Nagarro's AI Business Unit.
  • ๐Ÿ’ก I love diving into complex data challenges and transforming them into actionable insights.

๐Ÿ”ฌ What I'm Currently Working On

  • ๐Ÿ”„ MigrateMatic: Automating database migration processes using Python-based LLM model commands for seamless data transitions.
  • ๐Ÿ›๏ธ ShopScore: Built a predictive model and implemented mlops concepts using zenml on ecommerce data, achieving an outstanding F1 score of 92.43% and accuracy of 86.51%.
  • ๐Ÿ“Š Demand Forecasting: Built a robust sales prediction model achieving an impressive MAE of 4.1 and an accuracy of 81.3%.
  • ๐Ÿ›ฃ๏ธ Real-time Pothole Detection: Developed a YOLOv8 model, achieving 89.8% precision and 79.8% recall, crucial for enhancing road safety.

๐ŸŒฑ What I'm Learning

  • ๐Ÿš€ Always exploring advanced ML techniques, from deep learning architectures to GenAI concepts.
  • โ˜๏ธ Deepening my expertise in Google Cloud Platform (GCP), particularly BigQuery, Looker Studio, and Vertex AI.

๐Ÿš€ What's Next?

  • ๐ŸŒ I'm eager to dive deeper towards MLOps and Generative Models.
  • ๐ŸŒ Also, I'm looking to apply my skills to projects with a global impact.

๐Ÿ“ซ Let's Connect!

Feel free to explore my repositories and don't hesitate to reach out if you want to collaborate or just chat about all things data! ๐Ÿš€

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