
Aleksandr Sandrovskii
Software & Systems Engineering Leader | Technology Strategy & Operations Management | Cloud, SaaS & AI Platform Development | Product Development & Management | Global Team Management
Updated 9 months ago
19+
Years Experience
10
Roles
33
Skills
2
Education
About
In a career of over 15 years as a software and systems engineering leader at enterprise technology leaders such as Amazon (AWS), I have acquired extensive experience in driving the end-to-end project and software development lifecycles to deliver scalable enterprise technology solutions (including applications, systems, and infrastructure) that enable business transformation. I excel in utilizing Agile tools and AI/ML technologies to foster solutions innovation, drive efficiencies across the SDLC, ensure on-time and on-budget solutions delivery, and facilitate effective management of multi-project portfolios. I am also a highly engaged, collaborative, and hands-on team leader with a track record of building and managing cross-functional, globally distributed teams from various cultures and backgrounds. Career Highlights: ★ Reduced hardware fleets in the AWS Transcribe streaming service by creating a service that enabled switching of locale-specific deep learning models in 100ms, resulting in a 2x reduction in fleets, a lower operational load, and 20% better hardware utilization. ★ Improved engineer productivity at AWS by identifying major pain points, discussing them with senior engineers from 8 teams, creating a best practices document, and communicating best practices across the organization, resulting in: o A 50% reduction in time taken by developers to deploy or repair their personal infra stacks. o An 80% reduction in test branch deployments to shared pre-prod stages. ★ Improved the accuracy of language predictions from under 70% to 85% to launch the ML-based automatic language identification feature at AWS and guided engineers in integrating the feature with the core software. ★ Developed and executed a module to automatically scale private clusters according to the needs of a workflow during the runtime at Amazon, substantially improving hardware utilization and reducing costs by 50%+ on average. ★ Refactored and improved the accuracy of tracking the key indicators of website performance (impressions, clicks, CR, and revenue) at Lazada by 10-15%. ★ Designed and developed an AB-testing framework adopted across Lazada to test hundreds of new features, ML models, and UI changes while designing a module for a “soft launch” and split-testing of new features and arbitrary configuration options.
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Experience (10 roles)
Software Engineer
Current2 roles · Sep 2017 - Dec 2023
Senior Software Development Engineer
★ Oversaw the introduction of DORA metrics to the team for measuring efficiency, identified the data necessary for these metrics, and created a dashboard to showcase the issues to the senior leadership and analyze the metrics consistently. o Evangelized the utilization of the dashboard to other Data...
Senior Software Development Engineer
★ Recommended an improvement for the diarization algorithm and executed a proof of concept, deploying the model architecture and the loss function in MXNet. o Identified a flaw in a neural network model for extracting speaker embedding, proposed to utilize a variable length of speech segments, and g...
2 roles · Oct 2014 - Sep 2017
Software Engineer - Data Systems
★ Introduced a custom model for viewed-viewed and bought-bought product recommendations instead of the heavy FPGrowth model, lowering the model’s memory consumption and improving the scalability of training/inference without compromising quality. ★ Designed an application in Python to group custome...
Senior Software Engineer | Team Lead
★ Directed a team of 3 engineers and served as a point-of-contact for all analytics and marketing technologies used by the web and mobile shops while providing technical guidance and coaching the engineers in the team, resulting in the promotion of one of them. ★ Recommended Kanban as an alternativ...
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Education (2)
Georgia Institute of Technology
2016 - 2018
Specialization in Machine Learning.
inavlid15140285
2002 - 2007
Skills (33)
Backend
Data Engineering
Database
DevOps
Frontend
Other
Certifications (12)▼
Functional Program Design in Scala
Coursera Course Certificates
Functional Programming Principles in Scala
Coursera Course Certificates
Bitcoin and Cryptocurrency Technologies
Coursera
Intro to Hadoop and MapReduce
Udacity
Machine Learning
Coursera Course Certificates
Parallel programming
Coursera Course Certificates
edX Verified Certificate for Scalable Machine Learning
edX
edX Verified Certificate for Introduction to Big Data with Apache Spark
edX
edX Verified Certificate for Big Data XSeries from UC BerkeleyX
edX
IELTS (International English Language Testing System)
British Council
R Programming
Coursera Course Certificates
Real-Time Analytics with Apache Storm
Udacity
Languages (2)▼
Honors & Awards (1)▼
Special Prize at Garage48 hackathon
Aug 2013
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