Jacob Mitchell
@jacobmitchell
Results-driven Senior Backend Engineer with expertise in cloud migrations.
What I'm looking for
I am a results-driven Senior Backend Engineer with extensive experience in optimizing large-scale distributed systems and building high-performance APIs. My career has been defined by my ability to lead cloud migrations and drive operational efficiency while mentoring teams to achieve their best. I have a proven track record of delivering innovative AI, data processing, and real-time solutions across various industries.
At Fireworks AI, I architected and optimized the inference serving platform, significantly reducing model latency and improving fault tolerance through a multi-region AWS deployment. My work on developing a token-based usage metering system for AI API consumption not only integrated Stripe for billing automation but also ensured accurate charge calculations. I take pride in mentoring junior developers and collaborating with product teams to launch new features that boost productivity.
Previously, I led significant migrations and redesigns at Heap and Yext, where I improved real-time analytics processing and reduced query times for billions of events. My experience at Google further solidified my skills in developing scalable backend services and maintaining distributed data pipelines. I am passionate about leveraging technology to solve complex problems and drive business success.
Experience
Work history, roles, and key accomplishments
Senior Backend Engineer
Fireworks AI
Apr 2023 - Present (2 years 2 months)
Architected and optimized Fireworks AI’s inference serving platform, reducing model latency by 40%. Led migration to multi-region AWS deployment, developed a token-based usage metering system, and mentored junior developers, enhancing team productivity.
Senior Backend Software Engineer
Heap
Jun 2021 - Mar 2023 (1 year 9 months)
Led migration from PostgreSQL to ClickHouse, redesigned event ingestion pipeline with Kafka Streams, and developed a real-time user segmentation system. Improved security and reduced incident resolution time with anomaly detection system.
Senior Backend Engineer
Yext
Jul 2019 - Jun 2021 (1 year 11 months)
Developed Custom Entity Types API, led migration to Go-based microservices, and implemented incremental data sync for Yext Listings. Built a real-time webhook system and improved Google My Business integration accuracy.
Software Developer
May 2017 - Apr 2019 (1 year 11 months)
Developed backend services for Google Ads, implemented gRPC-based microservices, and designed distributed data pipelines. Contributed to migration to Kubernetes architecture and improved system reliability with automated monitoring.
Education
Degrees, certifications, and relevant coursework
University of Southern California
Bachelor's Degree, Computer Science
2013 - 2017
Bachelor's degree in Computer Science, focusing on software development, algorithms, and data structures. Engaged in various projects that enhanced practical skills in programming and system design.
Tech stack
Software and tools used professionally
Postman
Stackdriver
GitHub
Bitbucket
Kubernetes
Cloudflare
Akamai
Jenkins
MySQL
PostgreSQL
MongoDB
Memcached
Gmail
Node.js
Django
Spring Boot
Ruby on Rails
Google Analytics
Redis
Terraform
Jira
Mocha
JavaScript
Java
Kafka
FastAPI
Grafana
Prometheus
New Relic
Datadog
GraphQL
gRPC
Elasticsearch
Kafka Streams
Apache Beam
Time Analytics
s3-lambda
SQL
Google Ads
Clickhouse
Availability
Location
Authorized to work in
Job categories
Skills
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