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5+ years building backend systems — healthcare platforms, CRM pipelines, streaming infra, and more recently, AI/LLM integrations. I care most about what happens after something ships: whether it holds up under load, whether the next person can debug it at 2 AM, and whether it still makes sense when requirements shift.

experience.md

Aug 2024 – present

OutcomesAI — Senior Software Engineer

Work on the backend that powers real-time medical transcription — Whisper and GPT-4o for speech-to-text, Gemini for clinical note generation, plus the EMR sync layer. Also set up the observability stack (Grafana, Prometheus, Loki) so we actually know when things break.

Go Python Model Training AI AWS
Nov 2023 – Aug 2024

Salesken — SDE2

Owned the CRM integration backend — built Kafka pipelines for syncing sales data and shipped a GPT-4 based signal extraction feature. Also ran a good chunk of the engineering interviews.

Java Spring Boot PostgreSQL Liquibase Kafka Hibernate JPA Python
Jun 2022 – Oct 2023

Biofourmis — Senior Software Engineer

Wired ML models into the patient monitoring pipeline, moved pieces of the monolith into Go microservices, and reworked how we handled data retention across Postgres and TimescaleDB (with S3 for cold storage).

PostgreSQL Celery Redis Python Go Microservices Kafka
Aug 2020 – Jun 2022

Salesken — Software Developer

Built the OAuth flows and platform integrations for RingCentral, Twilio, Plivo, and ZoomInfo. Spent a fair bit of time tuning Redis and Elasticsearch to keep things fast as usage grew.

PostgreSQL Elasticsearch Redis Spring Boot Python Java Jersey