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🔭 About ME
- I am a passionate Data Scientist and Deep Learning Engineer with extensive experience in developing, implementing, and optimizing machine learning models.
- My journey in the world of data science and AI has been marked by diverse projects, ranging from image classification and clustering to developing end-to-end data quality solutions.
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💻: What I’m working on:
- Building advanced Deep Learning models and fine-tuning them for specific applications.
- Developing a chatbot using LLMs to provide accurate answers based on trained data.
- Exploring innovative ways to ensure data privacy in AI applications.
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🌱 What I’m learning:
- Advanced neural network architectures and their applications.
- Fine-tuning Vision Transformers for image classification tasks.
- Enhancing my skills in PowerBI for data visualization.
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👯 What I’ve worked on:
- Machine Learning Projects:
- Implemented Apriori algorithm for supermarket sales analysis.
- Built a heart disease prediction model using Random Forest, Decision Tree, and k-Nearest Neighbors.
- Data Science Projects:
- Conducted data analytics using MySQL and MSSQL.
- Visualized data insights through comprehensive PowerBI dashboards.
- Clustering customers using K-means and PCA for an e-commerce platform.
- Created an end-to-end data quality solution using Python and MSSQL.
- AI & Deep Learning:
- Developed a Vision Transformer model to classify forged images.
- Developed a CNN model from scratch for document classification.
- Leveraged transfer learning with EfficientNet to achieve high accuracy in image classification.
- Developed CNN from scratch using raw tensors and implemented BackPropagation for the entire Network Architecture
- Researching neural network architecture and optimizing hidden layers for better performance.
- Machine Learning Projects:
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👨💻 Professional Experience:
- Ernst And Young:
- Consultant (Data Science) since July 2023.
- Assosiate Consultant (Data Science) from June 2022 to June 2023.
- Ernst And Young:
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⚡ Fun fact: I've always dreamed of owning a Ferrari and I'm determined to become one of the best machine learning research scientists ever!
Data Science | Machine Learning | Deep Learning Enthusiast
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Ernst & Young
- in/muthu-ajay-b2a817195
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vit-pytorch
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