---
title: "Chinmay Pandya (@chinmaypandya) | Hashnode"
description: "Computer Science Student | Software Development | Data Science | Machine Learning l Cloud Computing. Read the latest articles by Chinmay Pandya on Hashnode."
url: "https://hashnode.com/@chinmaypandya"
---

@chinmaypandya

# Chinmay Pandya

@chinmaypandya · Gujarat, India · Joined May 2024

Computer Science Student | Software Development | Data Science | Machine Learning l Cloud Computing

### [Enhancing Efficiency with Tensorflow Pipelines](https://chinmaypandya.hashnode.dev/enhancing-efficiency-with-tensorflow-pipelines?utm_source=hashnode&utm_medium=feed)

Discover how TensorFlow's tf.data.Dataset API optimizes deep learning workflows with efficient data handling, seamless integration, and scalable operations.

3 min read · [chinmaypandya.hashnode.dev](https://chinmaypandya.hashnode.dev/enhancing-efficiency-with-tensorflow-pipelines?utm_source=hashnode&utm_medium=feed)

[Jun 25, 2024](https://hashnode.com/posts/enhancing-efficiency-with-tensorflow-pipelines/667ac4349e9bd59aecf18ffb)

### [Increasing Accuracy of Your Neural Network: A Guide to Hyperparameter Tuning](https://chinmaypandya.hashnode.dev/increasing-accuracy-of-your-neural-network-a-guide-to-hyperparameter-tuning?utm_source=hashnode&utm_medium=feed)

Guide to improve neural network accuracy by tuning hyperparameters: optimize hidden layers, neurons, batch size, optimizer, and activation functions

3 min read · [chinmaypandya.hashnode.dev](https://chinmaypandya.hashnode.dev/increasing-accuracy-of-your-neural-network-a-guide-to-hyperparameter-tuning?utm_source=hashnode&utm_medium=feed)

[Jun 24, 2024](https://hashnode.com/posts/increasing-accuracy-of-your-neural-network-a-guide-to-hyperparameter-tuning/66797dba6e3ef530b1c20778)

### [How to Create a Keras-Style Neural Network from Scratch](https://chinmaypandya.hashnode.dev/how-to-create-a-keras-style-neural-network-from-scratch?utm_source=hashnode&utm_medium=feed)

Learn to build a Keras-style neural network from scratch using Python and Numpy, deepening your understanding of deep learning fundamentals

7 min read · [chinmaypandya.hashnode.dev](https://chinmaypandya.hashnode.dev/how-to-create-a-keras-style-neural-network-from-scratch?utm_source=hashnode&utm_medium=feed)

[Jun 8, 2024](https://hashnode.com/posts/how-to-create-a-keras-style-neural-network-from-scratch/6664361597e32d565b22ea1d)

### [Understanding the CAP Theorem in High-Level System Design](https://chinmaypandya.hashnode.dev/understanding-the-cap-theorem-in-high-level-system-design?utm_source=hashnode&utm_medium=feed)

Understand the CAP Theorem: Explore the trade-offs between consistency, availability, and partition tolerance in distributed system design

5 min read · [chinmaypandya.hashnode.dev](https://chinmaypandya.hashnode.dev/understanding-the-cap-theorem-in-high-level-system-design?utm_source=hashnode&utm_medium=feed)

[Jun 3, 2024](https://hashnode.com/posts/understanding-the-cap-theorem-in-high-level-system-design/665d4860591dda2c4c202e9c)

### [Make your APIs 100x faster: Caching Strategy for HTTP requests using Redis](https://chinmaypandya.hashnode.dev/make-your-apis-100x-faster-caching-strategy-for-http-requests-using-redis?utm_source=hashnode&utm_medium=feed)

Boost API performance 100x with Redis caching strategy. Learn setup, implementation, and optimization techniques for faster HTTP requests.

6 min read · [chinmaypandya.hashnode.dev](https://chinmaypandya.hashnode.dev/make-your-apis-100x-faster-caching-strategy-for-http-requests-using-redis?utm_source=hashnode&utm_medium=feed)

[May 24, 2024](https://hashnode.com/posts/make-your-apis-100x-faster-caching-strategy-for-http-requests-using-redis/665079a0e05c764b10e84114)