Ansel Jackson
@anseljackson
AI Software Engineer passionate about building scalable AI systems.
What I'm looking for
I am an AI Software Engineer and full-stack developer with a strong focus on building cloud-based artificial intelligence systems. My experience includes architecting enterprise-grade conversational AI systems and developing real-time user interfaces using React and TypeScript. I thrive on creating reliable and efficient AI tools that enhance user experience and operational efficiency.
Throughout my career, I have successfully implemented large language model (LLM) pipelines and engineered end-to-end MLOps stacks, significantly improving deployment consistency and reducing manual overhead. My collaborative approach has enabled me to work effectively with cross-functional teams, aligning product requirements with backend capabilities to achieve remarkable results, such as a 3x increase in chatbot concurrency while maintaining high availability.
Experience
Work history, roles, and key accomplishments
AI Engineer | Full-Stack Developer
Google Cloud
Oct 2023 - May 2025 (1 year 7 months)
Architected and implemented a fully cloud-native, enterprise-grade conversational AI system for a SaaS-based CRM suite, combining fine-tuned LLMs, full-stack web apps, and GCP-native services to deliver high-availability intelligent automation at scale. Engineered an end-to-end MLOps stack with Terraform to manage infrastructure-as-code across multiple environments, automating provisioning for Ver
AI Engineer
Spark Space Inc
May 2020 - Sep 2023 (3 years 4 months)
Designed and deployed AI-generated content detection models to identify potential cheating and plagiarism in student writing, improving classification precision by 18% and reducing false positives by 22%, resulting in 30% less manual grading review. Built a multimodal content generation system using LLMs and text-to-image models (Stable Diffusion) to auto-create standards-aligned worksheets, readi
Data Scientist
Guidehouse
Apr 2019 - Feb 2020 (10 months)
Engineered a statewide grid resilience risk model integrating high resolution weather data, asset risk scoring, and graph analytics to guide over one billion dollars in infrastructure investments and regulatory compliance. Orchestrated big data pipelines using Apache Spark, Scala, and R to process terabytes of IoT telemetry applying advanced econometric techniques that improved customer segmentati
Data Engineer
PwC
Sep 2018 - Dec 2019 (1 year 3 months)
Architected scalable enterprise ETL pipelines to extract, transform, and load data from multiple data lakes and ERP systems using ephemeral MemSQL clusters, dynamic SQL, REST APIs, and Apache Airflow for orchestration, improving data processing efficiency by 35%. Developed a custom Python testing and quality control framework encompassing regression, integration, and unit tests with type two track
Software Engineer
Lycos Inc
May 2015 - Jun 2018 (3 years 1 month)
Built and deployed core components of a cloud-based affiliation portal to support scalable white-label web hosting, integrating usage data pipelines and partner APIs using Python, RESTful services, and GCP/AWS. Containerized ML services and data pipelines using Docker, deployed to Kubernetes (GKE) with CI/CD pipelines via GitHub Actions and Cloud Build, reducing deployment friction and increasing
Education
Degrees, certifications, and relevant coursework
National Taiwan University (NTU)
Bachelor of Mathematics and Computer Science, Mathematics and Computer Science
Grade: High-Performing Fellow
Focused on AI, Machine Learning, and Computer Vision, with strong foundations in software engineering and algorithms. Graduated as a High-Performing Fellow for excellence in AI projects.
Tech stack
Software and tools used professionally
Retrofit
Apache Spark
D3.js
Google Cloud Platform
GitHub
Kubernetes
GitHub Actions
Jupyter
NumPy
Pandas
Google Docs
Gmail
Rollout
Node.js
Django
Next.js
OpenCV
Redis
MemSQL
Terraform
Jackson
React
JavaScript
Python
HTML5
CSS 3
TensorFlow
PyTorch
scikit-learn
Keras
Kafka
FastAPI
Grafana
Prometheus
gRPC
Protobuf
TypeScript
Docker
Airflow
Amazon Web Services (AWS)
SQL
Hugging Face
Availability
Location
Authorized to work in
Job categories
Skills
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