About Johnathan
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Experience
- Halden & Co. EngineeringLead AI & Full-Stack Engineer | Next.js, Supabase, FastAPI, LLMsDIGITAL AND ITSeptember 2024 - February 2026 (1 year and 5 months)New York, United StatesLead engineer at a small product shop focused on AI-native B2B SaaS MVPs for funded founders. Owned end-to-end delivery for 4+ products across SaaS, CRM, and fintech - architecture through launch.• Shipped AI SaaS MVPs on a 4–8 week cycle: Next.js + Supabase + Python (FastAPI) + OpenAI/Anthropic + Stripe. Idea to first paying customer is the standard deliverable.• Built a multi-tenant Stripe billing system (subscriptions, Tax, metered usage) reused across 200+ end-customer accounts; migrated one fintech client onto it with zero downtime.• Designed CRM automation pipelines combining Python, Twilio, and webhook orchestration - replaced ~30 hrs/week of manual ops work for one client.• Owned production AI infrastructure: RAG pipelines, vector DB selection (pgvector vs. Pinecone), prompt evaluation harnesses, cost monitoring.• Set engineering standards: TypeScript everywhere, tested critical paths, async daily updates to founders, weekly demos.
- Vellum StackSenior Full-Stack & AI Engineer | Next.js, Python, OpenAI, RAGCONSULTING AND AUDITSMarch 2023 - August 2024 (1 year and 5 months)Washington D.C., United StatesSenior engineer at a boutique consultancy that pivoted hard into AI-powered SaaS in early 2023. Led the AI/LLM integration practice - took clients from "we want to add AI" to production deployment.• Built 6+ production LLM features across client products: RAG pipelines over internal docs, AI chat interfaces, document extraction, AI-assisted CRM workflows.• Architected a RAG-based internal assistant for a B2B SaaS support team - pgvector + LangChain + OpenAI. Cut average ticket response time by ~60% in the first quarter post-launch.• Designed token-cost monitoring and streaming response systems for multiple AI SaaS clients; introduced budget guardrails that prevented runaway API spend.• Continued shipping full-stack SaaS work (Next.js + Django + Stripe) in parallel - AI was the differentiator, not the only deliverable.
- Cobalt Forge LabsSenior Full-Stack Engineer | Next.js, Django, Python, PostgreSQLBANKING AND INSURANCESeptember 2021 - February 2023 (1 year and 5 months)West New York, United StatesSenior engineer at a Y Combinator-adjacent product studio shipping B2B SaaS MVPs for funded founders. Owned full vertical slices - architecture, API design, frontend, deployment.• Shipped 5 SaaS products from blank repo to first paying customers, averaging 7–10 weeks per build. Next.js + Django + PostgreSQL was the default stack.• Built a Stripe-heavy fintech billing layer (subscriptions, metered usage, Stripe Connect for marketplace payouts) reused across three client products.• Designed and shipped a Django REST API + Celery background-job system handling 100K+ async tasks per day for a logistics SaaS.• Owned production incidents on-call: cut median p95 API latency from 900ms to under 200ms via query optimization and Redis caching.• Worked directly with founders to scope features against runway - shipped what mattered, deferred what didn't.Stack: Next.js, React, TypeScript, Django, Python, FastAPI, PostgreSQL, Redis, Stripe, AWS, Vercel.
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Education
- Bachelor of Computer ScienceCUNY - New York City College of Technology2018Bachelor of Computer Science