12 Years · Google · Big Tech · Silicon Valley → Hyderabad
Adityagen.ai
Enterprise AI Architect

Senior AI/ML engineer who has spent a career building intelligent systems at the frontier — long before Generative AI became mainstream. Across six high-impact projects at Google, I have architected production-grade solutions spanning LLM infrastructure, conversational NLP, real-time personalization, data platform engineering, and large-scale fraud detection.

Adityagen.ai
Hyderabad, India
Available Globally
Career
Professional Journey
Engagement
12+
Years in
AI / ML
2×
VP Award
Winner
$30M
Scalable
Impact
6
Enterprise
Projects

I believe in building AI that is not only innovative but also reliable, scalable, and ethically grounded. My approach combines deep technical execution with strategic foresight — because the most important question in AI isn't what you can build today, but what will still be standing five years from now.

— Adityagen.ai, Enterprise AI Architect

2023 — Present
Senior AI Architect · GenAI Platform Lead
Google · Hyderabad
Led end-to-end architecture and productionization of the GenAI QA Automation system — replacing manual vendor review workflows across 32 products and 76 workflows with LLM-powered evaluation infrastructure. Established $3.7M initial verified impact with ~$30M scalable potential. Owned the full experimentation and optimization roadmap.
LLM Infrastructure RAG Gemini Prompt Engineering Vertex AI
2021 — 2023
ML Platform Engineer · Signal Infrastructure
Google · Hyderabad
Designed and launched the Signal Metadata Repository — a six-layer centralized platform governing ML signal lifecycle across support systems. Simultaneously led the Differentiated Care program, building spend-based behavioral segmentation signals with privacy-first architecture approved through the Privacy Working Group process.
Signal Governance Atlas Infrastructure Privacy (PWG) Flume Dataflow
2019 — 2021
Tech Lead · Personalization & Conversational AI
Google · Mountain View / Remote
Led development of the Personalized Help Experiences platform — hybrid ML + heuristics serving millions of users in real time with cross-product signal federation. Concurrently spearheaded the Ecommerce Refunds on Assistant project, earning a VP Award for significant contact deflection and measurable operational cost reduction.
NLU Dialog Management TensorFlow Java VP Award
2017 — 2019
ML Engineer · Trust & Safety
Google · Mountain View
Built the AdWords Fraud Detection platform — anomaly detection engine and account review tooling empowering 200+ human reviewers to identify millions of abusive accounts across the global ad exchange ecosystem. Earned a VP Award for ecosystem integrity impact. Mentored multiple engineers with direct contributions to L4 → L5 technical lead promotions.
Graph ML Anomaly Detection Apache Beam AngularJS VP Award
2013 — 2017
Software Engineer · AI/ML Foundations
Big Tech · Silicon Valley
Early career building the systems thinking, platform architecture instincts, and production engineering standards that underpin all subsequent work. Developed cross-functional collaboration skills across NLP, data engineering, and ML infrastructure teams — laying the technical foundation for a decade of high-impact AI leadership.
NLP Data Engineering Platform Architecture ML Infrastructure
Capabilities
Skills Inventory
AI & Machine Learning
LLMs / GenAI RAG Systems Prompt Engineering TensorFlow ML Serving Personalization Anomaly Detection NLP / NLU Graph ML Fraud Detection A/B Testing Signal Engineering Few-shot Learning Synthetic Data
Engineering & Infrastructure
Java Python C++ TVFs Flume Dataflow Apache Beam Vertex AI Microservices RPC Services AngularJS Async Batching Rate Limiting Config Systems Google Cloud
Leadership & Strategy
Platform Architecture Technical Strategy Cross-team Collaboration L4 → L5 Mentorship Privacy Reviews (PWG) Roadmap Planning Production Launches AI Productization Startup Advisory Cost Optimization FHIR / HIPAA MLOps Governance
The Person
Beyond Code
🎯
Engineering Mentorship
Passionate about mentoring the next generation of engineers. Several engineers I've worked with closely have gone on to technical lead promotions — watching that transition from IC to tech lead is among the most satisfying parts of this work.
🌏
Bridging Silicon Valley & India
Having operated inside Big Tech in the US and now building from Hyderabad, I understand both the ambition of India's engineering talent pool and the quality bar required to compete globally. That dual perspective shapes how I advise founders.
🏛️
Durable Systems Thinking
Outside of AI systems, I'm drawn to the structural questions: why some organizations build durable things and others build impressive things that don't last. That lens applies equally to software, teams, and companies — and drives all my strategic work.