# Sai Madhav Nomula

> AI Engineer & Data Professional | 4+ Yrs Building Production ML Systems in Healthcare, Legal & HR Tech | Python, GCP, AWS, LLMs, FastAPI

Location: Dallas-Fort Worth Metroplex, United States
Profile: https://flows.cv/saimadhavnomula

AI/ML Engineer and Data Professional with hands-on experience building production AI systems across legal tech, healthcare, and HR technology. I design and deploy LLM-powered applications, scalable data pipelines, and ML models that directly impact business metrics — from reducing manual workflows by 40% to improving data quality from 72% to 94%.

My work spans the full stack of modern AI engineering: multi-agent architectures (Google ADK), RAG pipelines, model fine-tuning (Gemma-3, MLflow), event-driven systems (GCP Pub/Sub), and real-time APIs (FastAPI, GraphQL). I've shipped production systems on GCP and AWS that process thousands of requests daily, and I collaborate closely with product, engineering, and business teams to translate requirements into working software.

Currently building AI-powered legal tech at OpenLaw Inc — attorney discovery pipelines, GenAI assistants, and a ChatGPT integration that's driving 8% monthly user growth.

Email: nsreddy0709@gmail.com | Phone: +1 (469) 679-2679

## Work Experience
### Software Developer @ OpenLaw
Jan 2025 – Present | Miami-Fort Lauderdale Area
• Developed attorney data enrichment pipeline using Google Firebase Functions to aggregate profiles from official state bar websites expanding platform attorney directory by 80% and driving inbound user interest for sales outreach.
• Developed AI legal assistant using Google Agent Development Kit deployed on Cloud Run with Vertex AI session persistence, reducing manual intake by 40% and increasing platform marketplace case creation by 13%.
• Launched ChatGPT app integrated with custom MCP server enabling attorney search, document drafting, and contract review, seamlessly routing users to platform marketplace legal case creation and driving 8% monthly user growth.
• Implemented event-driven bulk proposal system (GCP Pub/Sub, Typesense) allowing attorneys to target and notify thousands of case owners instantly, reducing dispatch time from minutes to seconds.

### Software Developer @ Karibu.AI
Jan 2024 – Jan 2025 | San Francisco, California, United States
Built AI powered employee onboarding chatbot teaching organizational DNA to new sales hires   

• Engineered multi-stage onboarding chatbot using FastAPI and OpenAI Chat Completions API with real-time progress tracking, driving 24% increase in healthcare and life sciences partnership acquisitions
• Built interactive avatar experience using HeyGen streaming SDK in Next.js, delivering automatic journey introductions and voice-enabled AI responses, driving 46% improvement in onboarding completion rates.
• Built custom idle timeout using AWS ElastiCache Redis keyspace notifications to trigger Lambda functions that auto-terminate HeyGen streams after 5 seconds of inactivity, reducing API costs by 38%.

### Data Engineer @ Delfina
Jan 2022 – Jan 2024 | San Francisco Bay Area
• Defined PostgreSQL schema with SQLAlchemy and built an auto-documentation tool exporting to Google Sheets, eliminating codebase dependency and saving product team 5+ hours weekly on data lookups.
• Migrated REST APIs to GraphQL (Strawberry Python) for clinical dashboard, cutting frontend data calls by 3x through batched queries for patient vitals and risk scores.
• Developed real-time analytics dashboards (Streamlit, Polars) comparing patient engagement across partner providers, enabling management to identify underperforming partnerships and contributing to 20% revenue growth.


## Education
### Master's degree in Data science
The University of Texas at Dallas

### Nanodegree in Machine Learning Engineer in Collaboration with kaggle and aws
Udacity

### Bachelor's degree in Computer Science
CVR College of Engineering, Hyderabad


## Contact & Social
- LinkedIn: https://linkedin.com/in/saimadhavnomula

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Source: https://flows.cv/saimadhavnomula
JSON Resume: https://flows.cv/saimadhavnomula/resume.json
Last updated: 2026-04-05