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 Plans, AI Mentors, and Hard Work
44:30 Closing Thoughts: Scaling the Learning Ladder
This talk is for developers and career-changers looking for a blueprint to enter the AI engineering space. It is ideal for those interested in RAG, healthcare tech, and practical career resets.
Connect with Revathy
- Github - https://github.com/RevathyRamalingam
- Linkedin - https://www.linkedin.com/in/revathy-ramalingam/
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