Santhosh Reddy

Agentic AI Builder • Engineering Leader • Product Strategist
I build things that actually run.

LifeAI — Hybrid Agentic Life OS

Where traditional apps give you fitness data or career insights, LifeAI connects them. A personal AI platform linking Career, Health, Finance, and Learning through a 5-layer agentic architecture — deterministic planning with LLM-powered communication.

Built to prove that the best engineering leaders stay technical.

Live insight from LifeAI
"Your interview is in 2 days — 2 critical skill gaps need attention. At 1hr/day this week, you can close both before the interview."
This is what cross-domain intelligence looks like in practice.
Explore LifeAI Live
Architecture Layers
01
Planning Layer
Deterministic routing engine
02
Domain Agents
Career · Health · Finance · Learning
03
Memory System
Recency-weighted behavioural store
04
Scheduler
Executor — never decides strategy
05
Feedback Loop
Stretch Focus · Momentum Reset
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Behavioral Decay Router
Routing adapts based on how recently each domain was active — time-sensitive signals like upcoming interviews override the default priority order.
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Multi-Agent System
Planning Agent at 00:00 generates strategic focus. Email Agent at 07:00 delivers LLM-powered coaching. Hybrid: deterministic + LLM.
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Cross-Domain Insights
Connects patterns across domains no single-purpose app can see. Workout streaks affecting interview readiness — that level of intelligence.
⚡
Adaptive Coaching
Stretch Focus activates after consistent wins. Momentum Reset after missed days. Coaching intensity meets you where you actually are.

Engineering leader.
Hands-on builder.

I lead engineering teams by day and build agentic AI systems by night. 20+ years building distributed systems, real-time analytics platforms, and cloud-native observability solutions at enterprise scale.

Currently focused on the intersection of agentic AI and real-world product systems — leading observability initiatives while architecting LifeAI, a multi-agent platform that proves the best engineering leaders stay technical.

🤖
AI & Agentic Systems
Production multi-agent architectures with hybrid deterministic + LLM design. Cross-domain intelligence connecting career, health, finance, and learning.
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Platform & Observability
Distributed systems, real-time analytics, and cloud-native observability at enterprise scale. Azure Data Factory, Spark, large-scale data pipelines.
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Engineering Leadership
Leading 15+ engineer organizations. Technical strategy, platform reliability, operational excellence. High-performing teams built on trust and measurable outcomes.
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Product Strategy
Aligning technical roadmaps with business priorities as a strategic product partner. Translating complex objectives into scalable architectures under Agile and SAFe.
Engineering Leadership Distributed Systems Observability Multi-Agent AI Azure / Cloud Product Strategy Agile / SAFe Real-Time Analytics Agentic Architecture LLM Integration