- Contest rating: Top 5% worldwide
- General ranking: 3900 worldwide
- Active contributor on Sci-kit learn and TensorFlow repositories of Python
- Contribute to other good repos as well
- Hacktoberfest
- SWOC (Student Winter of Code)
- Data analysis
- Data-driven decision-making
- Predictive model building
- Building chatbots using large language models
- CRISP strategy for data science projects
- Web applications to deploy the projects on live servers
- Generative AI's: Large Language Model fine-tunings, Stable Diffusion, object detection, data pipelines, langchain, chainlit
- Q-learning for reinforcement learning
- Google Cloud Platform machine learning tech stacks
- Spark Mlib
- Tensorflow
- Linux
- Langchain
- Chainlit
- Streamlit
- MLflow
- ZenML Major others are mentioned below
- 📊 Early diagnosis of diabetes using Random Forest machine learning algorithm and Artificial Neural Network deep learning techniques 🩺🤖
- 😔 Depression detection by using user activity as data and the application of BERT transformer-based models 📉
- 🎶 Refining digital audio signals with sequential deep learning techniques: ComplexBiLSTM 🎧
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