Chicago, IL|Full Stack AI Developer

Jay Patel builds agentic systems.

Multi-step AI agents with tool-calling, memory, and a deep backbone of cloud and data infrastructure. Currently architecting autonomous recruiting workflows at Peterson Technology Partners.

Years_Building5+
Daily_Tx10K+
MS_Computer_ScienceDePaul · 3.78
BTech_CSECHARUSAT · 9.35
Cute Robo Agent
Architect

What I build

[01]

Agentic Orchestration

Multi-step AI agents with tool-calling, planning loops, and persistent memory — autonomously sourcing, screening, and shortlisting at production scale.

[02]

LLM Infrastructure

Prompt pipelines, retrieval over Elasticsearch + Postgres, and evaluation harnesses that keep agentic systems reliable across millions of decisions.

[03]

Cloud & Backend

RESTful APIs on Node.js and Python, serverless workflows on AWS Lambda, and Elasticsearch clusters tuned for real-time, faceted discovery.

Atmospheric long-exposure of light trails through brutalist architecture
Observed_Behavior

"Agents don't replace engineers — they extend the surface of what one engineer can reliably ship."

Trace

System deployment

Execution log · 2020 – 2025
Active

Peterson Technology Partners

Full Stack AI Developer

Apr 2025 — Present
Chicago, IL
  • Architected agentic AI systems that autonomously source, screen, rank, and shortlist candidates — drastically reducing recruiter workload.
  • Engineered multi-step agents with tool-calling and memory layers across job requirements and hiring signals.
  • Led backend for a messaging platform processing 10,000+ daily transactions on Node.js, Python, and AWS.
  • Optimized Elasticsearch + PostgreSQL pipelines for low-latency reads and real-time candidate discovery.
Agentic AILLMsNode.jsPythonElasticsearchPostgreSQLAWS

Rebecca Everlene Trust Company

Software Developer (Volunteer)

Mar 2025 — Apr 2025
Chicago, IL · Remote
  • Automated marketing and communication workflows via Mailchimp segmentation and triggered automations.
  • Researched Google Gemini as an operational AI layer and documented adoption paths for non-technical stakeholders.
MailchimpGoogle GeminiAI Automation

Advantage IT Inc

Software Developer Intern

Aug 2024 — Apr 2025
Hillsboro, OR · Remote
  • Contributed to early-stage agentic AI workflows integrated into existing development pipelines.
  • Built and deployed full-stack features across Java, Springboot, and Python in an Agile environment.
JavaSpringbootPythonAgentic AICI/CD

Kintu Designs Pvt. Ltd.

Software Engineer Intern

Dec 2021 — May 2022
Surat, India
  • Developed an AI-powered healthcare chatbot on Rasa NLP/NLU — 500+ daily interactions, 95% success rate.
  • Cut patient wait time by 50% through fully conversational appointment scheduling flows.
  • Improved CI/CD across 30+ microservices using Jenkins and Docker, increasing deployment reliability by 25%.
NLPRasaPythonDockerJenkinsMicroservices

Brainbean Technolabs

Software Development Intern

Jun 2021 — Aug 2021
Vallabh Vidyanagar, India
  • Scaled RESTful APIs from 1M to 2M weekly requests via caching strategies and asynchronous processing.
  • Architected systems for 1,000+ concurrent users on C# / ASP.NET with AWS CloudWatch observability across 50+ resources.
C#ASP.NETReactSQLAWS

DEPSTAR

Software Development Intern

Mar 2020 — May 2020
Gujarat, India
  • Built IoT software for contact-triggered sanitizer dispensing, reducing infection risk by ~20%.
  • Integrated sensors, microcontrollers, and backend logic into a fault-tolerant end-to-end pipeline.
IoTC++SQL
Stack

Dependency map

Core_Capabilities

Agentic & AI
Agentic AITool-callingLLM OrchestrationPrompt EngineeringRasa NLPMCPClaude APIBlandAIGoogle Gemini
Languages
PythonTypeScriptJavaScriptJavaC#C++KotlinSQL
Backend & Infra
Node.jsSpringbootASP.NETRESTful APIsMicroservicesServerlessCI/CDJenkinsDocker
Data
PostgreSQLElasticsearchOracleData ModelingSync PipelinesIndexing
Cloud
AWS EC2AWS LambdaAWS S3CloudWatchLogging & AlertingPerformance Monitoring
Frontend
ReactDashboardsHTML5CSS

Academic.Core

DePaul University

2022 — 2024

Jarvis College of Computing and Digital Media

Master of Science, Computer Science

3.78 GPA

Charotar University of Science and Technology

2018 — 2022

CHARUSAT, India

Bachelor of Technology, Computer Science

9.33 CGPA

CodePath

Continuing education

Android Development, Kotlin, Java, Python

Connect

Initialize sequence

Building something autonomous?

If you're building something that needs to think, act, and learn — let's talk. I bring deep expertise in agentic AI systems, production LLM infrastructure, and the engineering discipline to ship at scale.