AI Software Engineer · Orlando, FL · open to remote & relocation
I build production Generative AI systems (retrieval-augmented generation, LLM evaluation, and agentic workflows) with 4+ years of software engineering behind them. Most recently at Rokt and Orlando Health, shipping AI-assisted workflows in regulated healthcare and enterprise environments.
- Raised grounded-answer rate 79% → 92% and retrieval Recall@5 76% → 91% on a production RAG system over 10K+ clinical knowledge records
- Engineered consent-aware data routing across 300+ CDP integrations with UID2 identity workflows under GDPR/CCPA
- Built FHIR R4 / HL7 v2 healthcare integrations with OAuth 2.0 and HIPAA-aligned PHI access controls
- Cut p95 pipeline latency 35% and manual operational effort 80% through event-driven design and automation
prachisaibewar.com · LinkedIn · prachi.saibewar.cs@gmail.com
IncidentIQ: agentic AI production-support platform. A LangGraph agent running hybrid RAG over Postgres + pgvector, with approval-gated write actions and a 100-scenario evaluation harness. 90%+ task completion, 95%+ tool-execution success.
Python FastAPI LangGraph RAG pgvector Langfuse Docker
Chartalist.org: open-science catalogue of ML-ready blockchain graph datasets, published at NeurIPS 2022. I rebuilt the platform off legacy PHP into a React/TypeScript application.
React TypeScript Research Platform
SEC 8-K Product Extractor: pulls new product announcements out of SEC Form 8-K filings with LLMs and NER, emitting structured company / ticker / filing-time records.
LLM NER Structured Extraction
FinAgent Pro: multi-agent investment research: market intelligence, fundamental, and technical analysis agents over real-time data, producing structured equity research.
Multi-Agent Python LLM
Geo-Enabled POI API: production-ready Points-of-Interest API with spatial indexing and optimized radius queries, plus an interactive map UI.
Django 5 GeoDjango PostGIS
| Contribution | Status |
|---|---|
| FDataLab/Chainlet-Orbits#1, transaction ETL tooling for the Chainlet Orbits (KDD 2025) codebase | Merged |
| networkx/networkx#7974, adding the AlphaCore data-depth core decomposition algorithm | In review |
| friedhelmvictor/alphacore#3, refactor of the reference Python & R implementations | In review |
AI & GenAI: LLMs, RAG, Agentic AI, LangChain, LangGraph, OpenAI, Vertex AI, Embeddings, Vector & Semantic Search, Prompt & Context Engineering, Structured Outputs, Tool Calling, LLM & Retrieval Evaluation, Langfuse, Guardrails, Human-in-the-Loop
Backend: Python, C#, TypeScript, JavaScript, SQL, FastAPI, ASP.NET Core/.NET, Node.js, REST APIs, Microservices, Distributed Systems, Event-Driven Architecture, OAuth2
Cloud & Data: AWS (S3, SQS), PostgreSQL, pgvector, Redis, Docker, CI/CD, Git
Frontend, Testing & Observability: React, OpenTelemetry, Prometheus, PromQL, Chronosphere, Jest, Playwright, Postman