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Sr. Software Architect
Architect Developer Innovator Engineer

Crafting elegant solutions at Intuitive Surgical. Specialized in AI/ML, cloud architecture, and building products that matter.

0 Years Experience
0+ Projects Delivered
0+ Technologies
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Sankara Reddy Telukutla

About

22+ years of turning complex problems into clean systems.

I'm a Sr. Software Architect at Intuitive Surgical with two decades of experience across the full stack. My current focus is building AI-powered tools — LLM integrations, MCP servers, and RAG pipelines — that help engineering teams ship faster and make better decisions.

Before Intuitive, I led cloud migrations at Oportun, built regulatory platforms at the FDA, and specialized in master data management at Informatica. I started my career in India and the UK building financial systems for BNP Paribas and L&T Infotech.

Outside work, I'm usually tinkering with open-source projects, reading about distributed systems, or figuring out how to make samosas that taste like my grandmother's. I believe the best software is built by people who are endlessly curious and a little bit stubborn.

Experience

Building exceptional products at scale.

2021 – Present

Intuitive Surgical

Sr Software Architect

United States

Architecting AI/ML platform serving 5,000+ internal users. Built MCP server framework connecting LLMs to enterprise data. Led migration of monolithic search to Elasticsearch, improving query performance by 10x. Designing RAG systems that process 50K+ documents for engineering knowledge retrieval.

2019 – 2021

Oportun

Senior Big Data/Cloud Engineer

United States

Led cloud-native migration of 30+ microservices from on-prem to Azure with zero-downtime cutover. Designed real-time data pipelines processing 1M+ daily transactions using Spark and Kafka. Reduced infrastructure costs by 35% through auto-scaling and reserved instance optimization.

2017 – 2019

Food and Drug Administration

Lead Technologist

United States

Built full-stack regulatory submission platform used by 200+ FDA reviewers. Modernized legacy workflows into React/Node.js microservices, cutting review processing time by 40%. Implemented role-based access control and audit logging for compliance with 21 CFR Part 11.

2013 – 2017

Informatica

MDM Product Specialist & Sr Technical Engineer

United States

Led MDM product development for Fortune 500 clients. Optimized data matching algorithms, reducing duplicate detection time by 60%. Mentored team of 8 engineers across frontend and backend development.

2004 – 2013

L&T Infotech / BNP Paribas

Sr Software Engineer

India & United Kingdom

Developed core banking modules for trade finance and settlement systems. Built real-time FX pricing engine processing 10K+ transactions/second. Delivered projects across India and London offices for global financial clients.

Projects

Things I've built.

AI LLMs Python

MCP Server Framework

Open-source framework for building Model Context Protocol servers that connect LLMs to enterprise data sources. Supports streaming, tool chaining, and multi-model orchestration.

Localization NLP Python

Translate Workflows

End-to-end translation pipeline automating multilingual content delivery across enterprise products. Integrates LLM-based translation with human review workflows and terminology management.

AI LangChain Vector DB

RAG Knowledge Base

Retrieval-Augmented Generation system providing instant answers from 50K+ internal documents. Reduced engineer search time by 60% with semantic search and contextual retrieval.

MDM Informatica Java

FDA Master Data Management

Enterprise MDM platform for the FDA managing regulatory master data across 200+ reviewers. Built data matching algorithms, deduplication pipelines, and audit-compliant data governance workflows.

K8s Terraform AWS/Azure

Kubernetes & Cloud Infrastructure

Production Kubernetes clusters orchestrating 30+ microservices across AWS and Azure. Includes Helm charts, Istio service mesh, auto-scaling policies, and zero-downtime deployment pipelines.

Startups Full-Stack End-to-End

Startup Production Solutions

Built end-to-end production systems for startups across POS, data pipelines, real estate services, and more. From architecture to deployment — taking ideas from zero to revenue-generating products.

Skills

Technologies I work with.

AI & Machine Learning

GPT-4, Claude, LangChain, Hugging Face, TensorFlow, PyTorch, Vector Databases, RAG Systems

Python Development

FastAPI, Django, Flask, Pandas, NumPy, AsyncIO, Celery, Apache Spark, Airflow

JavaScript & TypeScript

React, Next.js, Node.js, Express, Vue, Svelte, Redux, Jest, Webpack, Vite

Cloud & DevOps

AWS, GCP, Azure, Terraform, Docker, Kubernetes, GitHub Actions, Prometheus, Grafana

Containerization

Docker, Kubernetes, Helm, Istio, Service Mesh, Container Security, Serverless

Security & Observability

OAuth 2.0, JWT, HashiCorp Vault, OpenTelemetry, ELK Stack, Splunk, SIEM

Education

Bachelor of Technology

Computer Science and Engineering

Acharya Nagarjuna University

2000 – 2004 • Grade: 87%

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Let's build something amazing together.

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