N Sai Harshith Varma

Technical Articles

End To End Machine Learning Project-Part I

Designed and implemented a full-lifecycle machine learning pipeline to classify toxic online comments. The solution integrates datasets from Kaggle and YouTube, addressing severe class imbalance through Synthetic Minority Over-sampling Technique (SMOTE). Leveraged TF-IDF for feature extraction and trained a custom Neural Network using TensorFlow/Keras, successfully serializing the model for deployment readiness.

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Data Science 23 min read

LLM Text Detection

Architected a full-stack MLOps solution to distinguish between human and AI-generated text. The project features a modular production pipeline (Ingestion to Evaluation), a custom TensorFlow Neural Network with TF-IDF vectorization, and is fully deployed on AWS EC2 with a Streamlit interface for real-time inference.

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Data Science 10 min read

End-To-End ML Project: Spam Mail Classification

Moving from simple prompts to autonomous agents. Exploring ReAct patterns, tool use, and memory management for building capable AI assistants.

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Serialized Stories

The Fifth Yuga:
The Godless Player

Sci-Fi • Fantasy

Technical Articles

End To End Machine Learning Project-Part I

LLM Text Detection

End-To-End ML Project: Spam Mail Classification

Serialized Stories

The Fifth Yuga: The Godless Player

The Fifth Yuga:
The Godless Player