How to Become an AI Engineer After a Career Break - Revathy Ramalingam

About this episode

Revathy Ramalingam shares her journey of transitioning back into the tech industry as an AI engineer after a seven-year career break.

In this episode Revathy Ramalingam, Senior Software Engineer and AI Engineer at a healthcare startup, shares her inspiring personal journey from over nine years in telecom software architecture to successfully transitioning back into the industry after a seven-year career break. We explore the evolution of the AI engineer role, the practical application of RAG pipelines, and the strategic use of AI tools to rebuild a technical career. You'll learn about: - AI Career Mapping: Using LLMs to design an upskilling roadmap. - Vibe Coding: Leveraging AI tools for rapid prototyping. - RAG Implementation: Building retrieval systems with LangChain. - Interview Strategy: Proving technical skills after a career gap. - Learning in Public: Building a network through community projects. TIMECODES: 00:00 Why Move to AI? Using ChatGPT to Plan a Career Pivot 11:00 Learning in Public: The Power of Community Support 15:35 Telecom Capstone: Predicting Network Slices with ML 22:15 "Vibe Coding" & Building Prototypes with AI Dev Tools 28:00 The Interview Process: Navigating a 7-Year Career Break 33:45 Practical Interview Tasks: Building a PDF Q&A Assistant 39:40 Career Advice: Clear…

People in this episode

Host: DataTalks.Club

Guest: Revathy Ramalingam

Topics covered

• AI engineering
• career transition
• upskilling
• community support
• interview strategies
• healthcare technology

Keywords

• AI Career Mapping
• Vibe Coding
• RAG Implementation
• interview strategy
• learning in public
• community projects
• technical skills

Mentioned in this episode

Organizations: LangChain, healthcare startup, ChatGPT, AI, telecom

More episodes of DataTalks.Club

• From GenAI Pilots to Production - Nikita Kozodoi · June 5, 2026 · 1h 4m
• From Notebook to Production: Building End-to-End AI Systems - Mariano Semelman · May 29, 2026 · 1h 8m
• Data Makers Fest 2026 Conference Interviews · May 22, 2026 · 1h 6m
• Competitions: Beyond the Kaggle Leaderboard - Tatiana Habruseva · May 1, 2026 · 1h 5m
• PyConDE 2026 Conference Interviews · April 24, 2026 · 1h 23m
• Starting a Data Conference: The Data Makers Fest Story - Leonid Kholkine · April 17, 2026 · 1h 4m