Software Engineer

Rob Park

Senior Software Engineer – GenAI Python AWS Agentic Systems

Quebec City, QC, Canada

*********@*****.*** +1-254-***-****

https://www.linkedin.com/in/rob-park-61a4a537b/

SUMMARY

Senior Software Engineer with 8+ years of experience building scalable backend systems and production-grade AI applications. Strong expertise in Python, FastAPI, and cloud-native architectures with hands-on experience designing and deploying generative AI and agentic systems. Experienced in building data pipelines, serving models in production, and integrating LLM-powered features into real-world applications. Proven ability to lead projects end-to-end, mentor engineers, and deliver reliable, high-performance systems in AWS environments. TECHNICAL SKILLS

Languages

Python, Go, JavaScript, SQL

AI / GenAI Systems

LLM integration (OpenAI, embeddings, prompt workflows) Agentic systems and multi-agent orchestration

RAG pipelines and vector search

Model serving and inference systems

Backend & APIs

FastAPI

REST APIs

Microservices architecture

Async processing

Cloud & Infrastructure

AWS (S3, EC2, Lambda, SageMaker-style workflows)

Kubernetes

Docker

Data & Storage

PostgreSQL

Vector databases (pgvector, Chroma)

Large-scale data pipelines

MLOps & DevOps

CI/CD pipelines (GitLab-style workflows)

Model deployment and monitoring

Testing and code quality practices

PROFESSIONAL EXPERIENCE

Senior AI / Backend Engineer

August Digital Inc. — Remote

03/2022 – Present

Led development of AI-powered systems and backend services for data-driven applications.

Key Contributions

● Designed and deployed AI-powered applications using Python and FastAPI, focusing on agentic workflows and LLM integration.

● Built multi-agent systems to automate data processing, decision-making, and task orchestration.

● Developed RAG pipelines using embeddings and vector databases to enable context-aware AI responses.

● Built and optimized data pipelines for ingesting, transforming, and serving large datasets.

● Deployed AI services in AWS environments and integrated them into microservices-based systems.

● Designed and operated backend services in Kubernetes-based environments.

● Implemented CI/CD pipelines and best practices for testing, deployment, and system reliability.

● Collaborated with cross-functional teams to translate product requirements into scalable AI solutions.

● Mentored junior engineers and contributed to architecture decisions and technical direction.

Impact

● Delivered production-grade AI systems used in real-world workflows.

● Improved scalability and performance of AI-driven services. Backend / AI Engineer

Redux Protocol — Remote

01/2021 – 02/2022

Built backend systems and ML-driven services for data-intensive platforms. Key Contributions

● Developed Python-based APIs and backend services for data processing and analytics.

● Built pipelines for processing large datasets and generating predictive insights.

● Integrated AI/ML models into backend systems for production use.

● Contributed to cloud deployments and scalable architecture design. Impact

● Improved performance and scalability of backend systems supporting AI workloads.

Software Engineer

Ternoa — Remote

01/2020 – 12/2020

Developed backend services and data systems.

Key Contributions

● Built APIs and backend services using Python and Node.js.

● Designed data pipelines for structured and unstructured data processing.

● Improved system performance through caching and optimization. Software Engineer

Fixer Platform — Remote

01/2019 – 12/2019

Worked on backend systems and platform integrations. Key Contributions

● Developed backend APIs and data services.

● Implemented database systems and optimized performance.

● Supported production system reliability.

EDUCATION

Bachelor of Computer Engineering

Singapore University of Technology and Design

Sep 2013 - Aug 2017

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