---
title: "Deepika (@deepikadiviti) | Hashnode"
description: "From Python rookie to AI enthusiast | Documenting the journey. Read the latest articles by Deepika on Hashnode."
url: "https://hashnode.com/@deepikadiviti"
---

@deepikadiviti

# Deepika

@deepikadiviti · India · Joined December 2025

From Python rookie to AI enthusiast | Documenting the journey

### [From Jupyter Notebooks to Production: Mistakes I Made Building an ML App](https://from-idea-to-code.hashnode.dev/from-jupyter-notebooks-to-production-mistakes-i-made-building-an-ml-app?utm_source=hashnode&utm_medium=feed)

The gap between training models and shipping products

5 min read · [from-idea-to-code.hashnode.dev](https://from-idea-to-code.hashnode.dev/from-jupyter-notebooks-to-production-mistakes-i-made-building-an-ml-app?utm_source=hashnode&utm_medium=feed)

[Feb 25](https://hashnode.com/posts/from-jupyter-notebooks-to-production-mistakes-i-made-building-an-ml-app/699e87651ddf529956ef50d2)

### [Building a Resume Screener: What Actually Worked (and What Completely Broke)](https://from-idea-to-code.hashnode.dev/building-a-resume-screener-what-actually-worked-and-what-completely-broke?utm_source=hashnode&utm_medium=feed)

Learn how to build a functional resume screener from scratch, exploring successes, failures, and key insights along the way

4 min read · [from-idea-to-code.hashnode.dev](https://from-idea-to-code.hashnode.dev/building-a-resume-screener-what-actually-worked-and-what-completely-broke?utm_source=hashnode&utm_medium=feed)

[Jan 29](https://hashnode.com/posts/building-a-resume-screener-what-actually-worked-and-what-completely-broke/697b33656ea7014b39d2c358)

### [The Mistakes I Made Learning Text Vectorization (So You Don't Have To)](https://nlp-learning-journey.hashnode.dev/the-mistakes-i-made-learning-text-vectorization-so-you-dont-have-to?utm_source=hashnode&utm_medium=feed)

Discover key lessons and tips for avoiding common text vectorization pitfalls in NLP projects to enhance your machine learning skills

4 min read · [nlp-learning-journey.hashnode.dev](https://nlp-learning-journey.hashnode.dev/the-mistakes-i-made-learning-text-vectorization-so-you-dont-have-to?utm_source=hashnode&utm_medium=feed)

[Dec 26, 2025](https://hashnode.com/posts/the-mistakes-i-made-learning-text-vectorization-so-you-dont-have-to/694e45fce21c6112bf004b9d)

### [Text Preprocessing in NLP: A Beginner's Guide](https://nlp-learning-journey.hashnode.dev/text-preprocessing-in-nlp-a-beginners-guide?utm_source=hashnode&utm_medium=feed)

Learn essential text preprocessing techniques in NLP, from cleaning to tokenization, and enhance your project's performance with practical examples

5 min read · [nlp-learning-journey.hashnode.dev](https://nlp-learning-journey.hashnode.dev/text-preprocessing-in-nlp-a-beginners-guide?utm_source=hashnode&utm_medium=feed)

[Dec 20, 2025](https://hashnode.com/posts/text-preprocessing-in-nlp-a-beginners-guide/69469811e4f2e10ed35aa1bb)

### [5 Things FastAPI Taught Me (The Hard Way)](https://fastapi-learning-journey.hashnode.dev/5-things-fastapi-taught-me-the-hard-way?utm_source=hashnode&utm_medium=feed)

Discover 5 key lessons from building a Student Performance Management System with FastAPI to improve your coding practice and avoid common pitfalls

4 min read · [fastapi-learning-journey.hashnode.dev](https://fastapi-learning-journey.hashnode.dev/5-things-fastapi-taught-me-the-hard-way?utm_source=hashnode&utm_medium=feed)

[Dec 3, 2025](https://hashnode.com/posts/5-things-fastapi-taught-me-the-hard-way/692fb4dcbda84f29be964665)