# Yotham Sage

> Forward Deployed Software Engineer at Guidance Analytics

Location: Saratoga Springs, New York, United States
Profile: https://flows.cv/yotham

## Work Experience
### Forward Deployed Software Engineer @ Guidance Analytics, LLC
Jan 2025 – Present | United States
• Own end-to-end lifecycle of client data across 50+ healthcare organizations, managing ingestion, normalization, reconciliation, and final regulatory submission for 15M+ records annually.
• Maintain accountability for data integrity and record count reconciliation across tens of millions of            patient records to ensure accurate compliance reporting and submission outcomes. 
• Serve as primary technical liaison for company’s largest partner representing ~50% of the client base; lead recurring meetings, resolve escalations, and coordinate cross-team execution.
• Redesigned PostgreSQL architecture and indexing strategy, reducing mission-critical reporting latency from 30+ minutes to sub-second performance and enabling real-time analytics.
• Built and scaled distributed data infrastructure using AWS (EMR, Lambda, EventBridge, S3), enabling high-volume automated ingestion and processing.
• Lead bi-weekly cross-functional strategy meetings, presenting technical initiatives, aligning engineering priorities with executive vision, and driving execution on cost optimization and scalability improvements.
• Participate in executive leadership discussions (CEO, COO, CTO) regarding ARR growth, infrastructure spend, long-term technical direction, and operational efficiency.
• Contributed during company growth from $700k to $2M+ ARR by expanding system capacity, improving reliability, and supporting enterprise client onboarding.

### Junior Software Engineer @ Guidance Analytics, LLC
Jan 2024 – Jan 2025 | United States
• Met with clients to discuss needs and solve any problems they were experiencing.
• Lead the development of our data pipeline which accounts for 3-4% of the U.S population’s data.
• Handled ingestion, cleaning, and propagation of all client data.
• Migrated orchestration from Apache Airflow to a cloud-native AWS architecture leveraging EMR and PySpark with Lambda.
• Reduced cost from the previous data pipeline by 50% and increased speed by 350%.
• Reduced end-to-end ingestion runtime by 75%.
• Boosted data parsing accuracy to 99% through enhanced validation and processing logic.
• Developed a user-friendly CLI tool to streamline job launches and reduce operational overhead
• Implemented robust logging and record quarantining mechanisms to surface and isolate problematic data with greater transparency

### Digital Technology Intern @ GE Vernova
Jan 2023 – Jan 2023 | Schenectady, New York, United States
- Part of 1st place team in DT Intern Hackathon.
- Developed Automated Solutions using Python.
--- Shroud Simulator – The application is projected to save over $100K on direct job cost for F-class power nozzles
annually as well help to meet on time delivery for customers.
--- Report Generator – The application is projected to save over 400 hours annually by generating KPI reports from
ServiceNow ticket requests.
--- GME Exporter – Allows user to export all Goods Movement Errors in SAP.
- Won GE Impact Award – 2x.
- Demoed SAP Transactions to 40 DT Interns.
- Standardized and created 31 training documents across different SAP modules.
- Created as is and to be process flow diagrams as well as the WBS for the Schenectady warehouse to aid in development of SAP RF scanner applications.

### Intern - Cloud Architecture Consultant @ Thorben
Jan 2022 – Jan 2022 | Remote
- Delivered weekly updates on team progress and milestones in meetings with the company’s CEO as the Project Lead.
- Collaborated with a team to architect and deploy cloud solutions as well as create an online marketplace for college students to easily buy and sell goods amongst themselves


## Education
### Bachelor's degree in Computer Science
Rensselaer Polytechnic Institute
Jan 2020 – Jan 2024

### High School Diploma
Saratoga Springs High School
Jan 2016 – Jan 2020


## Contact & Social
- LinkedIn: https://linkedin.com/in/yothamsage
- Website: https://www.yotham.net

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Source: https://flows.cv/yotham
JSON Resume: https://flows.cv/yotham/resume.json
Last updated: 2026-04-01