Jake Brandt

Software and Systems Architect / Engineer // Machine Learning and MLOps // University Adjunct

Full-stack software architect for traditional and cloud/serverless platforms, serving as team lead, mentor, manager, and technical point-of-contact to shareholders and B2B partners. Experienced leading teams in both startup and mature environments in distributed event-based systems, consumer-facing online ordering platforms, data/ETL pipelines, and adtech/martech partner integrations. Hands-on with Python and Keras/TensorFlow for daily stock data mining, GAN/CNN-based terrain generation, and Azure Cognitive Services Personalizer-powered game AI. Comfortable jumping into in-progress or in-transfer projects to drive process adoption, documentation, and business continuity while mentoring others.

Experience

Principal Engineer

Butler/Till
Jul 2025 - Present
  • Lead scalable software design and delivery aligned with customer and partner needs; serve as a technical SME, mentor, and advocate for sound enterprise architecture practices.
  • Designed and delivered integrations with marketing/ad platforms (Google Search Ads 360, Meta Ads, Billups) to support campaign operations, reporting, and reconciliation.
  • Established integration patterns for rate limiting, retries, and idempotent processing to improve data freshness and reduce incidents.

Principal Engineer and Presales

Mindex
Dec 2020 - Jul 2025
  • Led a stable transfer of multiple AWS customers after an acquisition, ensuring continuity and reliability.
  • Advised on cloud-native technology and software investments for a national agent media and marketing marketplace, meeting weekly with stakeholders.
  • Drove adoption of SDLC best practices including dependency injection, infrastructure as code, peer reviews, and Agile process adoption.
  • Applied experience with ETL/data warehouse/data lake solutions, pub/sub event systems, and cloud optimizations.

Adjunct Faculty, Department of Computer Science

Rochester Institute of Technology
Nov 2015 - Jul 2025
  • Taught CSCI 510, Fundamentals of Computer Graphics, including 2D/3D algorithms, transforms, projection, and OpenGL/GLSL shader development.

Senior Software Engineer (meal delivery platform)

TEKsystems
Sep 2019 - Dec 2020
  • Contributed to an Angular SPA codebase for online ordering workflows and payment gateway integration.
  • Built unit tests, performed peer reviews, and guided Azure B2C OAuth integration, SEO optimization, and accessibility.
  • Delivered a customer management portal using .NET Core (server-side Blazor), Azure Durable Functions, and Application Insights.
  • Performed technical screenings and assessments for prospective hires.

Senior Software Engineer / Technical Project Lead

CaterTrax
Jul 2017 - Sep 2019
  • Architected the first distributed extension to a mature flagship product, expanding from leased hardware to serverless components and upgrading identity to support stateful and SPA subsystems.
  • Developed a Node.js-based unit testing framework for Classic ASP with SQL/environment mocking and expect-style assertions.
  • Provided architectural guidance for SPAs, distributed REST APIs, and enterprise security considerations.
  • Partnered with product analysts on prioritizing technical backlog items such as security and future-proofing.
  • Advised the CIO on investments in outsourced/specialized teams and internal resource alignment.

Software Development Manager

CaterTrax
Oct 2016 - Jul 2017
  • Managed day-to-day HR needs of development teams and supported recruiting, interviewing, and career planning.

Fractional Chief Technology Officer / Senior Engineer

Star Fantasy Leagues, Inc.
Jun 2015 - Oct 2016
  • Provided technical direction and roadmap for fantasy sports products, including native mobile apps.
  • Owned IT aspects of regulatory license applications and audits.
  • Led a transition to SPA architecture backed by distributed REST APIs, Redis cache, Azure SQL, and OAuth/OpenID Connect.
  • Coordinated technical scope and timelines with partners and investors.
  • Secured cloud hosting credits and MSDN licenses through Microsoft programs.

Scrum Master / Project Manager

Star Fantasy Leagues, Inc.
Oct 2014 - Jun 2015
  • Expanded the delivery team, coached agile practices, and improved estimation granularity.
  • Reduced IT operating costs through program participation and cost monitoring.
  • Introduced database versioning with SQL Server Data Tools and standardized release processes.
  • Contributed to an ASP.NET MVC codebase using Entity Framework, SQL Server, and WebSockets.

Mobile Application / iOS Developer

Mindex
Mar 2014 - Oct 2014
  • Architected and developed an MVP native iOS parent portal, coordinating shared UI patterns with the Android team.
  • Acted as SME for iOS release practices, certificate management, and Apple Developer Center processes.
  • Designed and built an ASP.NET-based APNs server with SOCKS proxy support for secure district datacenters.

C# Web and SQL Developer

Mindex
Jun 2011 - Oct 2014
  • Developed SQL scripts/procedures and improved performance and maintainability.
  • Built an externally facing bulk data import service using SQL Server, Windows Services, ASP.NET, and jQuery.
  • Cut release deployment duration by 20% via a replacement database schema upgrade process with LINQ-to-SQL migrations.
  • Architected a BI platform for data mining/visualization to complement the primary product.
  • Conducted code/performance reviews for SQL and C# and prepared Team Foundation Server to replace legacy tools.

Software Configuration Manager

Hospitality 101, Inc. / CaterTrax
Jan 2010 - Jun 2011
  • Released software updates to ~1000 centrally hosted customer sites without service interruption.
  • Documented releases and trained support and sales teams on new functionality.
  • Developed a WPF/VB.NET release deployment application that cut release times by 66%.

Web Application Developer

Hospitality 101, Inc. / CaterTrax
Jan 2008 - Dec 2010
  • Maintained and extended a Classic ASP codebase.
  • Built an aggregate reporting service producing financial/performance reports from 100+ sites in CSV/XML.
  • Implemented a proprietary SAML service provider client for SSO with partners using C# and XML.

Java Developer

ABC Electronics Services Corporation
Apr 2007 - Dec 2010
  • Delivered Java development work across enterprise systems; details available on request.

Skills

Architecture & Delivery

System Architecture, Distributed Systems, Legacy Systems, Technical Presales

Cloud & DevOps

Cloud Computing, DevOps, Docker

AWS

Amazon Web Services (AWS), AWS CloudFormation, AWS SAM, AWS Lambda, AWS API Gateway, Amazon S3, Amazon SQS, Amazon DynamoDB, Amazon Route 53, Amazon SES, Amazon SNS

Azure

Microsoft Azure, Azure SQL, Azure Durable Functions, Application Insights, Azure AD B2C, Azure Cognitive Services Personalizer

AI & ML

Artificial Intelligence (AI), Machine Learning, Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), AWS Bedrock, AWS SageMaker, Amazon Q Business, TensorFlow, Keras

Languages

Python, TypeScript, Node.js, C#, VBScript

Web/App Frameworks

Angular, AngularJS, ASP.NET, ASP.NET Core, ASP.NET MVC, Blazor, Entity Framework, jQuery, WebSockets

Data Stores

PostgreSQL, Microsoft SQL Server, MongoDB, Redis

Tools & Libraries

Puppeteer, H3, .NET, WPF, Xamarin

Domains

AdTech / MarTech, FinTech, Quantitative Finance

Identity & Security Protocols

OAuth 2.0, OpenID Connect, SAML, IdentityServer

Education

Rochester Institute of Technology

Bachelor of Science in Computer Science
Jan 2006 - Jan 2010

SUNY Morrisville

Associate of Science in Computer Science
Jan 2004 - Jan 2006

Projects

Press Release Classification employing Large-Language Models (LLMs)

LLM-based classification of press releases and quarterly filings synced from SEC EDGAR to improve signal quality for automated trading.

LSTM-powered stock trading system

Keras/Python system trained on multi-year OHLCV histories for buy or do-not-buy classification, backed by Microsoft SQL Server.

Jake's Spotify Artist Page

Music production and publishing; compositions mixed and mastered in FL Studio.

car-term | Terminal-based auto dealership inventory crawler

Terminal-focused inventory crawler with a custom shell-like UX over automotive listings, built with Node.js, TypeScript, and MongoDB.

Stock Screening and Trading Simulator for Windows Desktop

WPF/C# desktop tool for screening, charting, and historical trading simulation.

Stock Trading Simulator for Windows Phone 8

Turn-based, day-by-day trading simulator for Windows Phone 8.

Restaurant recommendation service (tag generation)

LLM and geospatial pipeline that generates restaurant tags from reviews, photos, and menus to improve discovery.

X.com stock news analysis (RAG in Amazon Q Business)

RAG prototype in Amazon Q Business over an S3 corpus with provenance metadata and citations.

Classic ASP security hardening (request replay + emulation harness)

Automated request replay and emulated runtime to ship safer security changes in a legacy Classic ASP SaaS application.