varsha6319 / activity-recognition Goto Github PK

Welcome to my GitHub corner! I'm Varsha, a passionate Data Scientist based in Melbourne, Australia. 🌏

• 🚀 Seek Ltd, Associate Data Scientist (Jan '22 – Present)

  • Designing recommendation models with Collaborative Filtering and Content-based approaches.
  • Researching personalized user experiences using Large Language Models (LLMs).

• 🤖 CognitiveView, Machine Learning Engineer (Aug '21 – Sep '21)

  • Led the development of an advanced NLP-driven system for automated email content analysis.

• 🌐 AI Australia, Data Scientist - Intern (Aug '20 – Aug '21)

  • Spearheaded a high-impact project on Conversational Analysis, managing a diverse team.

• 🎓 Masters in Artificial Intelligence, RMIT University

  • Awarded the prestigious Masters for AI Scholarship.
  • Explored innovative approaches to data privacy in the thesis on "Federated Learning for Human Mobility Models."

• 🎓 Bachelorʼs in Computer Science, Sir.MVIT

  • Final year project on "Cross Audio-Visual Recognition: Lip-reading," showcasing a pioneering approach.

• AI and Machine Learning: NLP, Recommendation Systems, Responsible AI.
• Programming Languages: Python, Go, Julia.
• ML Tools: TensorFlow, Pytorch, PySpark, MLflow.
• Platforms: AWS (Sagemaker, S3, EC2).

• Cross Audio-Visual Recognition – Lip Reading

  • Published in the International Journals of Advanced Research in Computer Science and Software Engineering.

• Artificial Intelligence-Based Chatbot using Sequence-to-Sequence Model

  • Presented at the International Conference on Sustainable Advanced Computing.

Exploring advanced techniques in AI, particularly focusing on enhancing recommendation engines and large language models.

Delving into the realms of advanced natural language processing and fine-tuning neural networks for personalized user experiences.

Exciting projects related to recommendation systems, NLP. Open to collaborating with fellow data enthusiasts!

Anything related to data science, machine learning, or my journey in the tech world. I'm always up for a good data-driven discussion!

Connect with me on LinkedIn or drop me an email at [email protected].

• LinkedIn
• Medium
• GitHub

Looking forward to exciting collaborations and data-driven adventures! 🚀