Senior AI/ML Engineer Savas Labs December 2022 - Present
Built n8n and Make.com workflows for client onboarding, CRM sync, Slack alerts, and webhook tasks between SaaS tools and third-party APIs.
Shipped LLM features for B2B clients: HR policy Q&A and internal document search using OpenAI embeddings, LangChain, RAG, and PostgreSQL/pgvector.
Developed Python and FastAPI services for AI endpoints, including prompt templates, structured JSON outputs, and background jobs for inference and ingestion.
Created React admin UIs for document upload, prompt testing, conversation review, and automation monitoring.
Implemented LangGraph agent flows for ticket triage, database lookup, and form pre-fill across REST APIs.
Integrated Claude API alongside OpenAI for select client deployments after its 2023 release.
Added response logging, latency tracking, and sample review steps before promoting prompt changes to production.
Collaborated in two-week Agile sprints with design, product, and back-end teams. Reviewed code on GitHub and deployed with Docker on AWS.
Dec 22 - Present
AI/ML Developer Avalore December 2018 - November 2022
Built ML helpers on a workforce SaaS platform: trend summaries, anomaly flags, and classification models using Python, pandas, and scikit-learn.
Developed scheduled data pipelines that prepared workforce metrics for React dashboards and exportable reporting views.
Automated onboarding and operational tasks with Zapier and Integromat (Make): email sequences, report exports, and CRM sync via webhooks.
Initiated n8n-based internal automations in 2020 for recurring data pulls and Slack notifications.
Connected React front-end views to ML-backed APIs for filtered charts, summary tables, and CSV export.
Pioneered GPT-3 API prototypes for FAQ lookup and support reply drafts before production LLM work shifted to later roles.
Worked in a Scrum team of 8, reviewing pull requests, documenting API contracts, and releasing features through CI/CD.