Sina Labbaf, PhD

Researcher, Software Engineer, Data Scientist, Fitness Enthusiast

I am a Software Engineer at Google focusing on cloud platform infrastructure. I work with machine learning workload on high scale computation systems.

I also worked at Commure as Senior Software Engineer more specifically on Strongline Pro product. At Commure I was working on Geo-location algorithms and infrastructure for high available safety systems. During my time there I was able to develop distributed systems to achieve highly scalable processing of realtime IoT data alongside Algorithms for three dimensional location calculation.

I received my PhD in Computer Science from University of California, Irvine by building a service platform for health research. The services were set to provide a solution for health researchers to collect and analyse longitudinal data while utilizing artificial intelligence for analysis and intervention. My doctoral project was divided between designing a service orchestration for long term health studies and building a scalable infrastructure to host this service on. You can read more about it here.

Experiences

Software Engineer

Google · Mountain View, CA

Oct 24 - Present

Working on cloud platforms infrastructure for high scale machine learning application

Senior Software Engineer

Commure · Mountain View, CA

Oct 23 - Oct 24

Led the performance and reliability of a Internet-of-Things hospital system for real-time asset tracking and nurse duress safety
Improved indoor location accuracy by more than $150%$ by incorporating Machine-learning, signal processing, and Kalman-Filter
Designed a robust and high-throughput safety infrastructure deployed in the largest hospital networks across the United States

Research Software Engineer

UC Irvine · Irvine, CA

Sep 17 - Sep 23

Lead, designed, and developed a cybernetics health service platform for remote healthcare monitoring and intervention
Serviced over 10 projects with more than 1500 participants in different fields: mental health, maternal well-being, elderly care, etc.
Achieve high performance in processing and storing high-frequent longitudinal healthcare data in micro-service server design
Improve participant engagement by developing a multi-platform dynamic mobile app for labeling and intervention
Design web dashboards that enabled health providers to create data pipelines and machine learning engines without programming
Supervised diverse teams of more than 30 undergraduate researchers, exchange students, and visitor scholars

Full-Stack Software Engineer Intern

Unity Technologies · San Francisco, CA

Jun 22 - Aug 22

Interned in Ads Mediation Features team at Unity Operate Organization
Designed the full-stack integration of customer history change log feature for Unity Mediation

Full-Stack Developer

Pegah Tech · Tehran, Iran

Sep 16 - Sep 17

Contributed to the launch of products in gaming BaaS and SaaS, mobile advertisements, Real-estate solutions, and online chat support
Demonstrated expertise in designing, developing, and testing web-application dashboards for a diverse range of internet services
Boosted user engagement by creating a light-weight interactive mobile ads SDK

Education

UC Irvine · Irvine, CA

Doctor of Philosophy in Computer Science

UC Irvine · Irvine, CA

Masters in Computer Science

University of Tehran · Tehran, Iran

Bachelor of Science in Computer Engineering

Awards

Valedictorian | Highest GPA | University of Tehran | 2017
Best Game Award | Game Development Contest | Iran | 2016
Top Five | ACM International Collegiate Programming Contest | Asia Regional | 2014
Third Place | National Science Fair | Iran | 2011

Skills

Programming Languages: Python, TypeScript, Java, Go, C, C++
ML Libraries: TensorFlow, PyTorch, Keras, Scikit-learn
Database:
- Non-Relational Databases: MongoDB
- Relational Databases: PostgreSQL, MySQL
- Time Series Databases: InfluxDB
Server & API:
- Python: FastAPI, Flask, Django, Celery
- TypeScript: Node.js, Express, InversifyJS
Web & Mobile: React, React Native, Angular, Flutter, Component Libraries (MaterialUI, React Native Paper), Android Native
Infrastructure: Google Cloud Platform (GCP), AWS, Kubernetes, Docker, Helm, Terraform
Game Development: Unity, GameMaker Studio