Jermaine John Sizemore

Jermaine John Sizemore

Software Engineer

Senior software engineer with ~6 years of experience building distributed systems, ML infrastructure, and scalable applications at Amazon and high-growth companies. Expertise in cloud architecture, real-time data processing, and cross-functional technical leadership. Strong background in AWS, Azure, TypeScript, Python, and microservices architecture.

Education

Bachelor of Arts in Physics

Engineering & Computer Science Focus

University of California, Berkeley

Work Experience

Software Engineering Consultant

Jun 2024 – May 2025
ASMBL | Contract
Seattle, WA | Remote

Healthcare Prescription Management Platform (Next.js, NestJS, PostgreSQL, TypeScript, Azure, ASP.NET, C#)

  • Architected end-to-end prescription management platform integrating 4 interconnected systems with Azure AD authentication, serving healthcare providers through automated PDF generation and enterprise ERP integration with Dynamics 365 and Surescripts
  • Engineered serverless PDF generation pipeline using Azure Functions and Blob Storage, processing XML prescription data into formatted documents with HIPAA-compliant document management

E-Prescribing Platform EPCS Regulatory Compliance (MS SQL, TypeScript, Visual Basic)

  • Led EPCS certification delivery for pharmaceutical e-prescribing platform, securing $1.3M+ in follow-on business with 96% audit pass rate despite legacy VB/.NET Framework constraints
  • Modernized authentication by implementing user-specific tokens replacing Basic auth, plus enhanced SQL-based API logging

Discrete Database Integration (MS SQL, PostgreSQL, TypeScript, C#, Azure)

  • Implemented cloud-based Azure Functions solution synchronizing D365 JSON and MS SQL databases with TypeScript Zod validation

Software Engineer

Dec 2023 – Jun 2024
Fox | Contract
Los Angeles, CA | Hybrid

Fox XF Pipelines (PostgreSQL, Elixir, React.js, TypeScript, Terraform, AWS)

  • Architected cost-optimized data pipeline migration from AWS Data Firehose to EMR, designing Terraform modules for Apache Flink jobs processing multiple data streams to Apache Iceberg

Fox Lighthouse (PostgreSQL, Elixir, Python, React.js, JavaScript, TypeScript, CDK, AWS)

  • Enhanced application security by implementing data obfuscation, eliminating PII data leaks and achieving SOC 2 Type II compliance
  • Implemented Aurora PostgreSQL backup/restore system with point-in-time recovery using CDK-managed Lambda functions

Software Development Engineer

Mar 2022 – May 2023
Alexa @ Amazon | Full-Time
Seattle, WA | Remote

ML Builder Experience Metrics (NoSQL, Java, TypeScript, Smithy, CDK, AWS)

  • Designed and implemented large-scale ETL pipeline processing daily Alexa ML training events across multiple AWS regions, transforming diverse data formats via Lambda and delivering to S3/Glue data lake for ML platform serving 600M+ devices
  • Established infrastructure-as-code approach with CDK including versioned deployments, unit testing, and integration test gates

ML Model Comparison Report Generation Tool (Python, DSL, AWS)

  • Designed automated early warning integration testing system for report generator workflows, enabling preemptive detection of high-severity issues
  • Documented service architecture and modeled security threat vectors with mitigations for service re-certification

Software Engineer

Jan 2021 – Mar 2022
Optum | Full-Time
San Diego, CA | Remote

Legacy Java App Server Conversion & Migration (SQL, Java, .NET Core 3.1, Azure)

  • Converted legacy Java monolith to modern C# .NET Core distributed microservices with N-tier architecture using Azure Functions
  • Updated SQL databases and Azure cloud infrastructure using Terraform and Jenkins

eCAC/pCAC Cloud Migration (SQL, Redis, .NET Core 3.1, Azure)

  • Built resilient distributed HL7/XML message processing system handling 30K cases/hour and 10M messages/day
  • Served as technical lead across 2 product teams (8 engineers), architecting shared cloud infrastructure and enabling parallel development workflows

Software Engineer

Nov 2019 – Dec 2020
ELDMandate.biz | Full-Time
Santa Ana, CA | Hybrid

Dash Cam Microservice/Web Portal (SQL, .NET Core 3.1, React.js, AWS)

  • Led development & design of commercial Dash Cam Microservice API written using C# .NET Core 3.1 with an N-layer architecture
  • Implemented live streaming using Google FCM and various levels of testing
  • Set up automated testing, building, & deployment to Microsoft IIS via CircleCI, Jenkins, & Octopus Deploy

Internal CRM (SQL, .NET Core 2.1, React.js, AWS)

  • Integrated Twilio communication service API into internal CRM, supporting 9k+ monthly SMS messages and 180k+ monthly calls
  • Rebuilt company card-charging infrastructure, resulting in the successful collection of $1.5M+
  • Augmented the internal CRM performance by adding lazy loading and memoization improvements in the React layer that increased 200+ sales employees' work efficiency by 5x
  • Acted as a point of contact between business & developers, addressing bugs and explaining business requirements

Projects

AI Meeting Assistant

Node.js, TypeScript, React, PostgreSQL, OpenAI GPT-4, Google Cloud

Dec 2024 – Present
  • Built end-to-end meeting assistant integrating OpenAI GPT-4 with OAuth2 flows for Zoom, Teams, Google Meet APIs and Jira integration
  • Designed production GCP deployment with Terraform, Cloud Run microservices, and streaming transcription with comprehensive error handling

Jermaine's Spotify Time Machine

TypeScript, Next.js, React

May 2025 – Present
  • Engineered API infrastructure with intelligent rate limiting and caching enabling analysis of 10K+ tracks with automatic token refresh
  • Implemented OAuth 2.0 security architecture with PKCE and optimized performance using React Query 5.8 and Next.js 15 App Router

Technical Skills

Languages

PythonTypeScript/JavaScriptC#JavaRustSQLElixir

Cloud & Infra

AWSAzureTerraformCDKDockerJenkinsCI/CD

AI/ML & Data

ML InfrastructurePyTorchSparkPandasETL PipelinesReal-time Processing

Databases

PostgreSQLDynamoDBRedisMongoDBMSSQL

Frameworks

Next.js.NETReactNode.jsNestJS

Soft Skills

AgileUX & Visual DesignLeadershipTeamworkCommunicationProduct Development

Languages

English (Native)French (Limited Working)Tagalog (Elementary)