Agentic AI Development Engineer

Sai Gudla

I design and build autonomous AI agents powered by LLMs and data science systems that explore complex domains, reason through problems, and expedite the delivery of secure, scalable products and services. U.S. Patent Inventor. AI Engineering Diploma completed. 9+ years across fintech, healthcare & clean energy.

View experience See agent skills

Dallas-Fort Worth, TX · saidurga24 · saidurgaprasad

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Years experience

U.S. Patent Inventor

Fortune 500 companies

AWS

Certified architect

Expertise

Agentic AI & Product Systems

Designing autonomous AI agents, LLM-powered reasoning systems, and data science pipelines that explore opportunities and accelerate secure product development at scale.

Agentic AI Development

Architecting and orchestrating multi-agent systems with tool use, memory, planning loops, and human-in-the-loop controls to automate complex workflows and decision making.

LangGraphCrewAIAutoGenAgent Orchestration

LLM & Data Science Systems

Building production RAG pipelines, fine-tuned models, vector search, evaluation frameworks, and data science agents that turn raw data into actionable product intelligence.

LLMsRAGVector DBsPython / PandasEvaluation

AI-Accelerated Product Engineering

Embedding agents into cloud platforms (AWS, Terraform) and CI/CD to autonomously explore architectures, surface risks, and speed up the delivery of secure, innovative features.

Agent + CloudDevSecOps AgentsPython AutomationProduct Velocity

Experience

Work history

Building and shipping autonomous agent systems, LLM platforms, and data-driven products that help teams explore faster and deliver better.

U.S. Patent: Smart Help Platform

US12061610B1 · USPTO · Aug 2024

AWS Certified Solutions Architect

Associate · Amazon Web Services

Sep 2022 — Present

Software Engineer, Associate

JPMorgan Chase & Co.

Plano, TX

→Designed and deployed AI agents that use LLMs and data science techniques to autonomously explore AWS environments, surface compliance gaps, and recommend fixes — dramatically expediting security product iterations.
→Built agentic workflows with tool-calling LLMs that integrate with Terraform, CI/CD, and internal platforms to accelerate secure feature delivery and reduce manual toil for product and security teams.
→Developed Python-based agent systems for threat monitoring and policy automation, embedding reasoning loops that improved detection speed and enabled faster, safer releases across the organization.

AI AgentsLLMsAWS + TerraformPythonDevSecOps Automation

Jul 2021 — Sep 2022

Senior Software Engineer

Goodleap LLC

Dallas, TX

→Led design of large-scale cloud-native apps and data platforms that power core financial products.
→Architected the Developer API Platform and Enterprise Graph — foundational systems that accelerated product development across teams.
→Delivered high-performance APIs and data layers that enabled rapid iteration on mobile, web, and partner experiences.

AWSNode.jsTypeScriptApollo GraphQLDynamoDBDatadog

Aug 2016 — Jul 2021

Software Engineer III

Anthem Inc. (now Elevance Health)

Mason, OH — Digital Foundry & Innovation Team

→Innovation & Digital Products: Architected mobile digital wallet solutions and data-science products (GraphQL care recommendations, enterprise analytics platform, social sentiment agents) that directly influenced member experience and business decisions.
→Built data-driven and API-first products that turned complex enterprise data into actionable insights for product, support, and leadership teams.

Values in Action Award — Anthem CTO Impact Award for Product Design & Architecture

Node.jsMongoDBGraphQLAWS EC2 / S3Python

2013 — 2015

Web Developer & Co-Founder

HMDcubeS

Vizag, India

→Founded and led development of web & mobile products, graphic design, and client workshops.
→Delivered 6+ production websites and applications using modern web tech for businesses.

Web DevMobileGraphic DesignEntrepreneurship

Stack

Agentic AI & Data Science Stack

Technologies, product design, and architectural skills used to ship secure, innovative software — plus founding experience building products end-to-end.

Agent Development

LangGraphCrewAIAutoGenTool Use & MemoryMulti-Agent Systems

LLM Engineering

RAG PipelinesPrompt EngineeringFine-tuning & EvalVector StoresAgentic Workflows

Data Science & MLOps

Python / PandasFeature EngineeringModel ServingExperiment TrackingData Pipelines

Agent Infrastructure

AWS (Lambda, Bedrock, ECS)Terraform + AgentsCI/CD for AIObservability

Secure AI Systems

DevSecOps for AgentsPolicy & GuardrailsSecure ToolingCompliance Automation

Product & Platform

Agent Product DesignRapid PrototypingAPI & Platform ThinkingUser-Centered AI

Let's connect

Let's build agents
that actually ship.

Open to roles and collaborations building production agentic AI systems, LLM platforms, and data science products that accelerate real-world outcomes.