Eugene Miloslavsky Email & Phone Number

Mountain View, CA, US

I'm contributing to DNAnexus' high YoY ARR growth with low attrition rate by helping the users of the DNAnexus Titan platform and UK Biobank Research Analysis Platform to∙ Use Workflow Description Language (WDL), Common Workflow Language (CWL) and DNAnexus interfaces to define bioinformatics analysis∙ Analyze large genomic datasets using tens of thousands.

∙ Swivl's cloud video platform helps K12 teachers improve. I jumpstarted company-wide InfoSec process based on ISO 27001 helping Swivl close business.∙ DotScience provides cloud-based machine learning environment supporting transparent versioning for data and code, experiment tracking and collaboration. As a product manager, I conducted market research and.

• Criteo is a leader in ML-based, ROI-optimized advertisements, serving a trillion retargeting display ads in 2017 for 8 billion products.Improved ML product classification into a hierarchical taxonomy of 2000 categories.
• Constructed 3 million product image training set covering 10 countries, used it to train and optimize a Keras/Tensorflow ResNet50 image classification convolutional neural network, then combined image classifier with.
• Improved calibration of the existing text-based classifier.
• Implemented different hierarchical text classifiers in Keras/Tensorflow that were on par with optimized liblinear-based implementations.
• Built a text classifier based on FastText embeddings trained on 100M unlabeled product descriptions for minor accuracy improvements.Improved feature selection and model parameters for generalized linear model for bid.

Mountain View, CA, US

DNAnexus is a HIPAA-compliant, cloud-based genomics platform enabling data storage, large-scale, flexible analysis and collaboration on a 20,000 cpu/Petabyte scale. I designed and implemented flexible, dynamic AWS instance lifecycle management (handling 10,000 instances / day), zero-downtime deployment process, and numerous system features helping DNAnexus.

San Jose, California, US

Content Repository (CR) product allowed for horizontal scaling based on a cluster of NetApp filers. I contributed to the design, implementation and stabilization of SnapMirror block-based data protection for CR resulting in the first beta release of CR SnapMirror. Tools: agile, C++, python, Unix, WAFL, SnapMirror

Wilsonville, OR, US

• Mentor Graphics is a leading provider of design automation tools for IC and electronics industries. While at Mentor, I’ve assumed increasing levels of responsibility, architecting or contributing to three successful.
• Co-architected OPCVerify product (lithography simulator and verification checks), implemented majority of initial functionality producing the "record level of success for a new product introduction, booking 10 million.
• Enabled customer base growth and enhanced product functionality by collecting requirements and presenting proposals during face-to-face technical and management review meetings with key customers in North America and.
• Led, trained and mentored a growing engineering team. Translated customer requirements into detailed technical specifications, managed tight schedules and execution plans for the team. Insured code quality and.
• Improved scalability to allow efficient use of 1000-CPU clusters (up from 80 CPUs) with optional hardware-based acceleration.
• Improved the speed (~2x) and accuracy (~2x) of the lithographic simulator by utilizing signal processing, architectural, algorithmic and low-level optimization techniques.

Wilsonville, OR, US

• Co-designed and implemented critical improvements to OPC product in simulation location placement and orientation, geometrical mask constraints checking, and language parsing. Supported time-critical introduction of.
• Implemented optical flare estimation using convolution, speeding up the original version 10x using lookup tables, multi-resolution simplification and multi-threading.

Wilsonville, OR, US

• Designed and implemented GDS to VSB11 (Toshiba mask writer format) converter and VSB11 viewer interface, meeting aggressive performance constraints. Product was sold to Intel and DuPont Photomasks and is still used in.
• Improved polygons to trapezoids converter used in all vector fracturing formats by reducing shot count by 20%, adding rotation/mirror invariance and CD-cognizance.

• Topica provides a web-based e-mail marketing automation service to online retailers, publishers, small and medium sized businesses, in addition to advertisement-supported hosted e-mail list services.At Topica, I.
• Implemented business logic in Tuxedo, database interactions in Pro*C, advertising tools using Unix daemons written and C. Used Perl XS to communicate with Apache mod_perl, perl to generate HTML pages.
• Wrote MIME email message decoder used to strip non-binary data for indexing using Verity’s K2 search toolkit for millions of email messages.
• Integrated public key encryption library for customer credit card information encryption.
• Wrote complex SQL reporting queries. Designed schemas and indexes for the second-generation paid targeted advertisement service.

Researched, designed and implemented a SNR-scalable video codec based on Matching Pursuits algorithm achieving better quality than MPEG-4 and H.263+ at low bitrates.

Masters, Eecs

B.S., Eecs