# Goutam M

> LLM Inference @ Snowflake

Location: Sunnyvale, California, United States
Profile: https://flows.cv/goutamm

## Work Experience
### Staff Software Engineer @ Snowflake
Jan 2022 – Present | San Mateo, California, United States
LLM Inference

### Engineering Lead @ Airbase (acquired by Paylocity)
Jan 2019 – Jan 2022 | Remote
• Led a team, from design to implementation stage of a ledger balance service with
"Five 9's" of availability and $550M of money movement processed till date
• Introduced self-correction capability that enabled reconciliation of balances
maintained by the ledger service from 2+ weeks to 2 days
• Designed and built a card authorization system that has a P999 response time of 2
seconds
• Optimized PostgreSQL database to reduce memory utilization by 90%
• Created the control plane for a Kafka based event bus that transports 850k events each day

### Software Engineer @ Salesforce
Jan 2017 – Jan 2019 | San Francisco Bay Area
Created a new monitoring framework that facilitated collection and analysis of
relevant machine learning job metrics to improve model performance
• Devised a log analysis framework that dynamically constructed job graphs that
reduced failed job detection time by 75%
• Developed a data completeness monitoring system for a log data Kafka cluster that
ensured a transfer completeness rate of "Five 9's"

### Graduate Student Researcher @ University of California, Berkeley
Jan 2017 – Jan 2017

### Software Engineer Intern @ Salesforce
Jan 2016 – Jan 2016
Building distributed systems at Salesforce

### Engineering and Insights @ Mirc Media
Jan 2014 – Jan 2015 | Mumbai
Built a Topic classifier that classified social media interactions using a cosine distance based      clustering algorithm and an ontology of pre-determined topics
Designed and developed a search service that allowed sifting through millions of social media interactions on the basis of certain metrics like impressions,re tweet count etc
Responsible for Product Scoping and Management
Built RESTful services for our platform so that they could be consumed by multiple front end clients
Designed and implemented the Data Model which is used to store the data our systems collect from various social media sources
Assisted in recruiting and managing software engineering interns

### Executive @ KPMG
Jan 2013 – Jan 2014 | Mumbai
Offered a fast track promotion from an Analyst to an Executive in a period of 6 months
Built an automated data analytics solution to analyze the lending activities of an Indian Lending House and identified areas with poor turn around times
Implemented an ‘ID3’ based Classification Model that helped predicting prospective customers for an Indian Non-Banking Financial Company
Designed and implemented models to identify and classify revenue leaks in the credit card operations of a large Indian Bank
Built a dashboard solution for KPMG that allowed internal stakeholders to measure KPIs of the practice
Built a data analytics solution to identify and classify errors in the operation of an Indian Asset Management Company

### Associate Consultant @ TIBCO Software
Jan 2012 – Jan 2013


## Education
### Master's degree in Information Scicence with a focus In Data Systems
University of California, Berkeley

### Bachelor's of Engineering in Information Technology
VESIT

### Swami Vivekanad High School

### University of California, Berkeley


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

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Source: https://flows.cv/goutamm
JSON Resume: https://flows.cv/goutamm/resume.json
Last updated: 2026-04-12