Chapter 01: About
Engineering
Systems at Scale
9+ years building large-scale distributed systems and
production backend platforms.
Distributed
System Design
Led architecture for high-throughput services processing 100K+ documents per day in regulated, compliance-critical workflows.
LLM-Integrated
Pipelines
Impact
Extraction accuracy
95%
Core Skills
Distributed System Design
LLM Data Pipelines
Performance C++
Cloud-Native Reliability
Performance C++
Distributed system design, LLM data pipelines, performance C++, and cloud-native reliability.
Certifications
Certified Scrum Master & Professional Scrum Product Owner I (PSPO I), plus an International Baccalaureate Diploma.
Top Skills
Distributed systems, performance C++, and LLM-integrated data platforms — 9+ years in production.
chapter 02:
experience
Chapter 02: Experience
Ochsner
Health
Software Engineer · Aug 2021 – Apr 2026 · New Orleans, LA
Distributed Document Processing
Led backend architecture for a 100K+ daily-document pipeline; raised structured extraction accuracy from 78% to 95%+ with layered validation and a multi-provider LLM routing framework (OpenAI, Anthropic, Gemini, Llama).
Venture For
America
Senior Software Engineer · Feb 2020 – Aug 2021
Distributed Kafka automation in Java & Go
Self-healing rebalance & anomaly detection
Cut manual ops intervention by 60%+
Camberline
Technologies
Member of Technical Staff III · Oct 2018 – Jan 2021 · Remote
High-performance C++ data/control plane
Multi-tenant network virtualization
Throughput & memory optimization
Early Career
& Leadership
Product Development Intern at MachineMetrics (industrial sensors, data automation). Co-Founder & VP of the Clean Tech Club at Boston University.
chapter 03:
skills
Chapter 03: Skills
Technical
Toolbox
Distributed systems, streaming, and LLM-integrated
data platforms at production scale.
Languages & Tools
LanguagesPython · Java · C# · Go · C++ · JS/TS · SQL
AI & DataLLMs (OpenAI, Anthropic, Gemini, Llama) · Tesseract OCR · NLTK · scikit-learn · NumPy · Pandas
DatabasesPostgreSQL · MySQL · SQL Server · DynamoDB · MongoDB · Redis
FrameworksSpring Boot · Django · FastAPI · Node.js · ASP.NET Core · Gin · React · Redux
Cloud & DevOpsAWS · GCP · Azure · Docker · Kubernetes · Terraform · Jenkins · Helm · Prometheus · Grafana
TestingJest · Mocha · Cypress · JUnit · PyTest · Mockito
Impact 1 2 3 4
1
2
3
4
100K+ documents/day in production · structured extraction accuracy 78% → 95%+ · 60%+ less manual ops · trillion-message streaming reliability.
Chapter 03: Education
Boston
University
Master's Degree, Computer Science · 2013 – 2018
Always
Learning
Fluent in English & Spanish, working French, elementary Italian — collaborating across global teams.
Design
Systems
Systems
Architect service boundaries, data contracts, and execution guarantees for regulated workflows.
Build
Pipelines
Pipelines
Deterministic PDF parsing, OCR, rule validation, and LLM inference into compliance-aligned outputs.
Ship at
Scale
Scale
Event-driven Kafka/RabbitMQ workflows with end-to-end observability and drift monitoring.
