I'm a full-stack developer with over a decade of experience building products from the ground up. Here's what I work with:
LLMs/RAG/Evals/Structured Data ExtractionI've been building production LLM systems for the past two years. I built a data extraction pipeline at Cacta.ai that achieved 100% accuracy on documents with 40k+ data points. Currently focused on building quantifiably reliable agentic pipelines for production environments.
Web Scraping/Reverse EngineeringOver a decade of experience scraping data at scale. I specialize in reverse engineering web and mobile app APIs, and have responsibly disclosed vulnerabilities to Apple, a major financial institution, and several startups.
Python/DjangoWorking with Python since 2013. Started with Flask and Django for traditional MVC applications, now building API backends that power production services and apps.
TypeScript/Node/React/React NativeStarted with jQuery, explored Angular.js and Ember.js, and have been working with React for over nine years. Experienced in building both web and mobile applications.
Postgres/Cassandra/Redis/RabbitMQMy go-to stack for databases, caching, and message queues. Also experienced with CockroachDB, MongoDB, MySQL, Kafka, and Elasticsearch.
Microservices/Serverless/REST/GraphQLSpecialized in microservices architecture for building performant and scalable systems. I prefer serverless deployments with small, focused services communicating via REST APIs and message queues.
Docker/AWS/CaproverDocker is my standard for both development and production environments. AWS Certified Solutions Architect, though I'm equally comfortable with Debian-based servers from any provider.
Certificate Authority/X.509/TLS CertificatesDesigned and developed a complete PKI platform (Python/Flask/CockroachDB/Artemis) for a Certificate Authority.
Product DevelopmentBuilt multiple startups from scratch and worked with early-stage companies throughout my career. This experience has given me strong product intuition and understanding of the business side of product development.
Affiliate Marketing/SEOStarted as an affiliate marketer before becoming a full-time developer. Built and ranked websites with millions of monthly users.
...what a bunch of buzzwords, I know right?! maybe the details will provide some context