# Siddharth Kapoor - Lead Software Engineer specializing in Platform Engineering, MLOps, and Full-Stack Development
Source: https://hello.cv/siddharthkapoor
Beverly

## Links
- Github | https://github.com/skapoor8
- Email
- Phone

## About
Highly accomplished Lead Software Engineer with 7+ years of experience specializing in platform engineering, MLOps, and full-stack development. Proven ability to architect and deliver cloud-native ML products across manufacturing and healthcare, driving significant improvements in deployment cadence and operational efficiency. Currently pursuing an MS in Machine Learning to further enhance expertise in cutting-edge AI solutions and strategic technical leadership.

## Work
### Lead Software Engineer | Rebuild Manufacturing
Leading platform engineering and MLOps initiatives to build cloud-native ML products, driving innovation and efficiency across multiple projects including internal developer platforms, CNC machining automation, and AI-powered quoting systems.
- Piloted a platform engineering initiative, creating the company's first internal developer platforms (IDPs) that enabled Terraform-based IaC and CI/CD from day 0 for diverse projects, significantly streamlining development workflows.
- Automated infrastructure updates within CI/CD pipelines, improving deployment cadence from monthly to daily across multiple development teams and enhancing operational agility.
- Enabled seamless preview environments for all IDPs, allowing developers to deploy every commit to feature branch-specific environments instantaneously, which facilitated rapid feedback from product owners and reviewers.
- Led implementation of web products on AWS using DynamoDB, Lambda, API Gateway, S3, and Cognito, optimizing cloud resource utilization and scalability for critical applications.
- Designed and delivered high-performance microservices on AWS ECS for CAD processing and analytics, leveraging C#/C++/CUDA interop for complex computational geometry tasks.
- Architected and implemented a LangGraph-based agent for extracting unstructured technical data from 2D engineering drawings, enhancing data processing capabilities for ChatCNC.
- Implemented a fastAPI Agent Protocol server for ChatCNC and developed prompt versioning and evaluation with AWS SageMaker, along with data curation using LabelStudio, improving AI model accuracy and efficiency.
- Mentored junior developers, guided technical standards, and established agile project management practices, fostering a collaborative and high-performing engineering culture.
### Senior Software Engineer | Oncospace, Inc.
Led the design and development of cloud-based data analytics and web applications for radiation oncology, focusing on ML-powered features, HIPAA compliance, and enhancing clinician collaboration.
- Architected analytics APIs and ETL pipelines utilizing Python, FastAPI, Spark, and Azure Synapse Analytics, enabling robust data processing for oncology insights.
- Delivered PowerBI Embedded-based analytics for clients, including the Oncospace Web App, providing critical insights for clinical decision-making.
- Led the design and development of real-time clinician communication and collaborative peer-review features, significantly improving inter-departmental workflow and patient care coordination.
- Implemented API endpoints supporting collaborative peer review, patient routing, messaging, and notifications using C# and Azure Functions, and modeled the underlying NoSQL schema for Azure CosmosDB.
- Implemented HIPAA compliance features, including Protected Health Information (PHI) anonymization and Role-Based Access Control (RBAC), ensuring data security and regulatory adherence.
- Supported ML model versioning and deployment for Oncospace's auto-contouring, dose prediction, and contour naming recommendation models using Python, FastAPI, and Azure Synapse.
- Conducted a first-principles redesign of the Angular application, adopting design patterns from code editors to deliver an intuitive and transparent ML/AI-powered workflow, enhancing user experience.
- Established frontend architecture practices for Angular codebases that enabled quicker iterative development and created a high-quality responsive Angular/Tailwind component library, promoting code reuse across applications.
### Full-Stack Engineer | Iteris, Inc.
Developed and maintained critical transportation management systems and public-facing applications for State Departments of Transportation, focusing on architectural refactoring, plugin systems, and accessibility standards.
- Spearheaded a major architectural refactor of production applications utilized by hundreds of DOT workers across several states, leading to improved maintainability and reliability.
- Architected and implemented a plugin system using JavaScript and Webpack, enabling code reuse across states and facilitating agile delivery of state DOT-specific functionalities.
- Added new features such as route selection and event creation using Javascript, MobX, and Mapbox, enhancing the system's core capabilities for transportation management.
- Developed sd511.org for the South Dakota DOT, serving tens of thousands of daily active users and ensuring compliance with responsive design, cross-browser compatibility, and ADA/WCAG accessibility standards.
- Delivered the Interactive Voice Response (IVR) system for the Virginia DOT as a Node.js API on AWS, improving public access to transportation information.
### Full-Stack Developer | BMZ Consulting
Delivered a comprehensive CRM and data analytics platform for clients in the fitness and wellness industry using Python and Django.
- Developed and launched a full-stack CRM and data analytics platform, enhancing client management and insights for fitness and wellness industry users.

## Education
### Georgia Institute of Technology | Machine Learning Specialization
### Tufts University | Computer Science and Cognitive & Brain Sciences (Double Major)

## Skills
### Languages
Experienced
- Typescript
- Javascript
- C#
- Python
- C++
- CUDA
- Bash
### Backend
Experienced
- REST
- GraphQL
- gRPC
- MySQL
- MongoDB
- DynamoDB
- Redis
- Lambda
- EC2
- ECS
- S3
- API Gateway
- EventBridge
- SNS
- SQS
- SES
- Cognito
- ALB
- Route53
### Frontend
Experienced
- Angular
- React
- SvelteKit
- RxJS
- Zustand
- Vitest
- React Testing Library
- Vite
- Webpack
### DevOps/Platform
Experienced
- AWS
- Azure
- GCP
- Docker
- Kubernetes
- ECS
- Terraform
- CodeBuild
- GitLab CI
- Git
- Nx
- Turborepo
- OpenTelemetry
- Prometheus
- Grafana
### ML/MLOps
Experienced
- NumPy
- PyTorch
- Spark
- MLFlow
- Ray
- LangChain
- LangGraph
- AWS Bedrock
- AWS Sagemaker
- AWS Glue
- AWS QuickSight
- Azure Data Lake
- Azure Synapse
- LabelStudio

## Source
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