0+

Years of Experience

0

Companies & Orgs

$3M+

$ Impact Delivered

Mehmet Serhat Uzgoren
Houston, TXU.S. Citizen

Mehmet Uzgoren

Software Engineer II, Machine Learning @ Shell PLC

Software Engineer with 2+ years of experience building scalable systems, ML pipelines, and cloud infrastructure. UT Austin ECE grad passionate about turning complex problems into efficient solutions.

What I Do

Full-Stack

Build scalable applications end to end at work as well as on my side projects.

TypeScriptReactNode.jsPythonSpring BootJava

ML & Data

Maintain large data pipelines, train models, and build intelligent systems.

PythonC++SQLNumPyGoJava

Cloud & Infra

Write, containerize, and create cloud-hosted CI/CD pipelines.

AzureAWSDockerGoBicep

Building Now

PoliticianViews.com

Centralizing voting records and stance detection for 500+ candidates.

Parca

Work in Progress

Real-time fractional property trading with WebSocket streaming.

Experience

Aug 2025 — Present

Software Engineer II, Machine Learning

Shell PLC · Houston, TX

  • Scraped 14k+ repositories, cleaning data & converting to MCP format to train LLM on internal code base.
  • Designed and deployed a full-lifecycle web crawler, managing architecture, stakeholder feedback, and production alerting.
  • Engineered Azure Container App Jobs infrastructure to streamline and automate continuous crawler deployments.
  • Revamped crawler monitoring systems, reducing resource consumption by 80% while maintaining 99%+ availability SLAs.
  • Created a PostgreSQL migration repository to enforce version control and enhance database disaster recovery.
PythonAzurePostgreSQLLLMMCP

Feb 2024 — Aug 2025

Cloud Engineer

Shell PLC · Houston, TX

  • Engineered a backend pipeline that automated the deletion of inactive third-party Azure accounts, leading to $2M in savings
  • Leveraged ADX, Graph API, KQL, OAuth 2.0, and Azure sign-in/activity logs to bridge gaps in on-prem AD monitoring
  • Led development of MFA reset self-service portal, slashing support hours by ~50%, saving $300,000+ annually in payroll costs
  • Standardized Azure resource provisioning with Bicep IaC templates, eliminating configuration drift across environments.
AzureKQLOAuth 2.0BicepGraph API

May 2023 — Jul 2023

Software Engineer Intern

John Deere · East Moline, IL

  • Developed a Full-Stack Plugin using Spotify's Backstage.io to expose AWS OpenSearch Logs, increasing new user traffic by 100%
  • Streamlined log access by consolidating data into one portal, enhancing user experience, reducing log retrieval time by 36%
  • Exposed a Grafana Metrics Page, showcasing latency, traffic, errors, and saturation for 50,000+ GitHub repositories and 200 teams
ReactBackstage.ioAWSGrafana

Feb 2023 — May 2023

Robotics Intern

Kane Robotics · Austin, TX

  • Demonstrated image classification and object detection models for MRO 2023, a top 100 trade show with over 850+ exhibitors
  • Engineered machine learning models automating sanding process, reducing manual labor by 50%, increasing performance by 27%
  • Used TensorFlow and NumPy along with an Intel RealSense camera to detect and re-sand missed spots
TensorFlowNumPyPythonComputer Vision

Dec 2021 — May 2022

Software Engineer Intern

Raindrop Austin · Austin, TX

  • Identified challenges in securing user authentication and managing scalability of user information storage for 100+ users
  • Developed Flutter-based login UI integrated with Google Firebase, streamlining authentication and database management
FlutterDartFirebase

Nov 2019 — Jul 2020

Aerospace Scholar Extern

NASA · Houston, TX

  • Led a multidisciplinary team of 10+ engineers to design a prototype for a sustainable six-month living environment on Mars
  • Engineered a specialized climate monitoring satellite with NASA's scientific instruments, power, and communication systems
EngineeringLeadershipSystems Design

Featured Projects

PoliticianViews.com

Jan 2026 — Current

  • Architected and deployed a full-stack website centralizing voting records and public statements for 500+ 2026 political candidates.
  • Developed an LLM-driven stance-detection layer cross-referencing social media statements against historical voting data.
  • Engineered a recursive LLM pipeline with "summarize-and-nest" logic to analyze large bills, preserving context past token limits.
  • Built a distributed crawler with rate limiting and deduplication to scrape candidate socials and prune losing primary candidates.
TypeScriptPostgreSQLPythonLLM

Parca

Nov 2025 — Current

  • Architected a real-time event streaming pipeline for fractional property trading with partitioned logs and consumer groups.
  • Built a windowed aggregation layer with WebSocket fan-out delivering updates to 100+ concurrent clients in <50ms.
  • Implemented an async order matching engine sustaining ~1K orders/sec with per-partition parallelism and backpressure handling.
TypeScriptPythonAsyncIOWebSockets

Education

The University of Texas at Austin

B.S. in Electrical Computer Engineering with Honors

Dean's List: Every Semester · Track: Software Engineering and Design

Dec 2023

GPA: 3.92

Relevant Coursework

Data Structures & AlgorithmsEmbedded SystemsConcurrent and Distributed SystemsSoftware Design Lab

Deputy Chief Engineer, Command & Data Handling Team Lead

Dec 2022 — Dec 2023

TSL SERPENT Nanosatellites

Rebuilt the flight software team of 10+ embedded/flight software engineers, achieving 50% faster development time.

Say Hello

Always open to discussing new opportunities, interesting projects, or just having a chat about tech.