About

A writer who reads the code.

I'm Merly Thomas, a senior technical writer based in Bangalore. Over 16 years — 12+ of them in documentation — I've written for engineers building 5G networks, SaaS platforms, cybersecurity products, storage systems, and enterprise software.

I started my career in financial journalism and research at IIMA, which taught me two habits I still rely on: interview relentlessly, and make the complicated one line simpler than it wants to be.

Today I'm focused on the intersection of documentation and Generative AI — building RAG pipelines for internal knowledge bases, prompt-engineering content workflows, and validating AI-generated content with human review.

I hold a Master's in Economics and a PG Diploma in Financial Markets & Insurance, and I've been certified in prompt engineering, GenAI, DITA, and MadCap Flare.

Skills

GenAI & ML

LLMsPrompt EngineeringRAG PipelinesEmbeddingsFAISSOpenAI APIHugging FaceLoRA / PEFTNLPTransformers

API & Developer Docs

REST APIsOpenAPI / SwaggerPostmanSDK DocsJSONYAMLMarkdown

Structured Authoring

DITA XMLSingle SourcingDocs-as-CodeCMSFrameMakerOxygen XMLMadCap FlareRoboHelp

Programming

PythonScikit-learnPandasNumPyStreamlitGit / GitHubSQL

Collaboration

AgileJiraConfluenceSME InterviewsCross-functional teams

Certifications

  • OpenAI ChatGPT Certification
  • Prompt Engineering Certification
  • GenAI Certification
  • Python through AI Certification
  • Certified Technical Writer (System Domain, 2013)
  • SEO Foundation (LinkedIn, 2025)
  • Markdown & SQL for non-programmers (LinkedIn, 2025)
  • Fundamentals of API Documentation (TWT, 2026)
  • MadCap Flare (TWT, 2026)

Education

  • Master's in Economics — School of Social Sciences, Ahmedabad
  • PG Diploma in Financial Markets & Insurance — SD School of Commerce
  • Bachelor's in Economics — St. Xavier's College, Ahmedabad