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Documentation & GenAI work.

A mix of documentation samples and applied AI projects. Click through for the full write-up or repository.

API Documentation

Star Wars API (SWAPI) — Developer Reference

Full REST reference covering overview, workflow, authentication, status codes, headers, throttling, and endpoint schemas with example JSON responses. Authored to industry standards.

· REST· OpenAPI· JSON· Postman· Structured Authoring
GenAI

Customer Support Chatbot using RAG

End-to-end Retrieval-Augmented Generation pipeline using LLMs and vector search. Implemented document chunking and FAISS embeddings; reduced hallucinations via retrieval grounding.

· LLMs· RAG· FAISS· Embeddings· Python
GenAI

Multilingual Translation & Text-to-Speech

Streamlit application combining OpenAI translation with gTTS for real-time multilingual speech synthesis.

· Streamlit· OpenAI API· gTTS· Python
NLP

Sentiment Analysis using NLP

Text preprocessing, tokenization, and classification pipeline. Built an ML model for sentiment prediction with evaluation metrics.

· NLP· Scikit-learn· Python
Machine Learning

Customer Churn Prediction

Logistic regression model for churn prediction with feature engineering and model evaluation.

· Scikit-learn· Pandas· Logistic Regression

Merly Thomas

Senior Technical Writer · GenAI Engineer · Bangalore, India

thomasmerly98@gmail.comLinkedInGitHub
© 2026 Merly Thomas. Crafted with care.
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