AI, SaaS & Cloud Engineering Leader

Distributed Systems.At Enterprise Scale.

16+ years architecting SaaS platforms, distributed systems, and AI-driven products across multi-cloud environments. Currently leading AI-first transformation at New Relic.

Connect with me:

Thooyavan Manivaasakar

Featured Work

Key Projects & Contributions

Built AI platforms, scaled engineering organizations, and delivered enterprise-grade transformations across multi-cloud environments.

New Relic Enterprise AI Knowledge Platform
Building New Relic's enterprise AI knowledge platform — processing data across ~3.5 million repositories, documents, and enterprise sources to power AI-native experiences across the observability platform.
AI PlatformKnowledge PlatformRAGLLMsFine-tuningEnterprise AIAgentic AI
First-to-Market Gen AI Analytics Platform
Developed and launched the first gen AI powered chat-based analytics across all XM (experience management) products before Qualtrics, QuestionPro, and Medallia—resulting in winning and onboarding Emirates Airlines.
Gen AILLMRAGOpenAIClaudeXM PlatformMarket Leadership
HappyFox AI Platform — 125% ARR Growth
Built HappyFox's AI platform from the ground up. Delivered autonomous agents, intelligent assistants, and hybrid retrieval — driving 125% ARR growth.
AI PlatformAutonomous AgentsHybrid RetrievalLLMsAWS BedrockGoogle Vertex
Xebo Platform Rebuild — Multi-Cloud + Compliance
Rebuilt Xebo's platform across 25+ enterprise deployments and 4 regions with DR. Acting CISO across SOC2, HIPAA, GDPR, PCI DSS, and ISO. Drove 567% ARR growth.
Multi-CloudAWSAzureOn-PremiseCompliance567% ARR

Technology Stack

Tools & Technologies

A comprehensive toolkit for building scalable, intelligent systems

AI/ML & GenAI

LLMs
SLMs
Agentic Systems
RAG
Vector Databases
Pre-training
Fine-tuning (LoRA/QLoRA)
MLOps
Multi-Agent
Evals
RLHF

Multi-Cloud Infrastructure

AWS
AWS Bedrock
GCP
Google Vertex
Azure
Kubernetes
Docker
Kafka
On-Premise/DR

Languages

Python
Golang
Rust
Java
JavaScript
Ruby
Swift
Kotlin

Frameworks

Django
React
Next.js
LangChain
LangGraph
LlamaIndex
Langfuse

Databases & Vector Stores

PostgreSQL
pgvector
MongoDB
Redis
Elasticsearch
OpenSearch
ClickHouse

Security & Leadership

SOC2
HIPAA
GDPR
PCI DSS
ISO
Team Building
Enterprise Architecture
Enterprise Sales/RFPs
Org Scaling
16+
Years of Experience
30+
Technologies Mastered
10+
Teams Led
50+
Projects Delivered

Newsletters

Subscribe on LinkedIn

Exploring how great engineers and product leaders think, learn, and build

The Engineering Mind
The Engineering Mind explores how great engineers think, learn, and build. Each edition dives into new technologies, frameworks, and lessons from real-world engineering — not just the "how," but the "why" behind better systems and better decisions.
EngineeringTechnologyLeadershipLearning
Subscribe on LinkedIn
The Product Mind
The Product Mind is a newsletter about building things people actually use. I break down product thinking, discovery, GTM alignment, and how to turn ambiguous problems into clear, shippable decisions. Expect real stories from engineering → product collaboration, new tools/frameworks to try, and lessons from shipping in the real world.
ProductGTMDiscoveryCollaboration
Subscribe on LinkedIn