Swarit Shukla

Hi, I’m Swarit Shukla 👋

I build machine learning systems from scratch to deeply understand how they work.

🚀 Focus:

• Deep Learning
• Machine Learning Foundations
• Mathematical Understanding of AI

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🚀 Projects

🔹 Neural Probabilistic Language Model

Character-level language model based on Bengio et al. (2003)

🔗 https://github.com/SWARITSHUKLA/neural-probabilistic-language-model

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🔹 Neural Network from Scratch

Built a neural network using only NumPy (forward + backprop)

🔗 https://github.com/SWARITSHUKLA/Neural_Network_from_scratch

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🔹 Bigram Language Model

Basic probabilistic model for sequence prediction

🔗 https://github.com/SWARITSHUKLA/bigram-language-model

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🔹 Logistic Regression from Scratch

Implemented using gradient descent

🔗 https://github.com/SWARITSHUKLA/Logistic-regression-from-scratch

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🛠 Skills

• Python
• NumPy, Pandas
• Machine Learning Algorithms
• Neural Networks
• Deep Learning Basics
• Linear Algebra, Calculus, Probability

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🎓 Certifications

• Machine Learning Specialization – DeepLearning.AI
• Mathematics for Machine Learning – DeepLearning.AI
• Neural Networks and Deep Learning – DeepLearning.AI

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📫 Contact

• GitHub: https://github.com/SWARITSHUKLA
• LinkedIn: https://www.linkedin.com/in/swaritshukla/
• Coursera: https://www.coursera.org/learner/swaritshukla