Dan Erez Email & Phone Number

Westfield, Indiana, Us

-------------------------------------------------------------Tasks:R&D of computer vision solutions for core product> Identifying weeds and insects in drone images.> Utilized unsupervised pretraining, specialized visual attention architectures, hard negative mining, embedding space data visualizations, and other techniques to reach business-critical results in time. Team and Organization Level Impact:> Pitched and prototyped a production annotation system that reduces annotation by 50%, causing the organization to switch from an antiquated in-house annotation platform to a 3rd party service. > Lead and propagated the use of the latest AI development tools such as - voxel 51 (data analysis tool), vscode (rather than pycharm/jupyter), advanced uses of annotation platforms, pytorch lightning...etc> Created an intimate relationship with 3rd party vendors to push Taranis' needs.> Worked with leaders from the organization to prototype a number of impactful concepts. > Regularly coach a non technical team of domain expert in python and data analysis.

-------------------------------------------------------------Tasks:R&D of deep learning-based signal processing.> Developed world-class production-grade speech to text engine. > Developed NLP methods to extract relevant information from conversations.> Developed a keyword spotting algorithm for low resource keyword detection. > Developed High accuracy OCR engineRelationship building:> Actively reaching out to agency leaders.> Forming strategic relationships.> Understanding customer's needs.

Armonk, New York, Us

Eyeclick's main product is a projector depth camera combo that turns walls, floors, and tables into touch screens. -------------------------------------------------------------Tasks:> Use deep learning and image processing to improve accuracy and processing speed> Perform Numeric analysis of product's usage> Algorithm development> Port existing code base from cpp to python, from windows to linux/android-------------------------------------------------------------Gained experience:> Computer vision on single board computers> Machine learning problem solving and> 7 patents pending mostly around deep learning optimizations and algorithms. methodologies-------------------------------------------------------------

Petah Tikva, Mercaz, Il

Dreamed Diabetes develops tools to enable diabetes patients and family doctors to get and give world-class expert medical advice through its platform. -------------------------------------------------------------Tasks:> Perform machine learning to improve parameter estimation for Insulin Pumps > Perform Numeric analysis of clinical studies> Algorithm development-------------------------------------------------------------Gained experience:> Entrance to medical technologies field> Machine learning problem solving> TDD and proper development best practices-------------------------------------------------------------

R&D of advanced applications for aircrafts.Honorably discharged as a Captain.

-------------------------------------------------------------Tasks:> Create POS system for warehouses and end users.> Connect store owners to amazon API > Problem solve customer issues >Conform applications to existing platform-------------------------------------------------------------Gained experience:> Team work/ collaboration> Proper programming techniques and etiquette> Communication in a business environment> Adding onto existing platform> Web programing languages and techniques >PHP >SQL >JS /JQuery >CSS/ HTML-------------------------------------------------------------

San Diego, California, Us

-------------------------------------------------------------Tasks:> Write prediction algorithm for transformer death date> Optimizing between performance and accuracy> Interpret scientific papers on the subject > Present results to executives> Coordinate meetings for gaining internal information-------------------------------------------------------------Gained experience:> Team work/ collaboration> Proper programming techniques and etiquette> Communication in a business environment > Algorithm creation and expansion > Presentation skills.-------------------------------------------------------------

-------------------------------------------------------------Tasks:> CAD experience> Optimizing designs > Contriving new designs for core product> Logistics > Physical Prototyping -------------------------------------------------------------Gained experience:> Team work/ collaboration> Proper CADing techniques> Parts researching> Documentation> Presentation skills.-------------------------------------------------------------

> Leading a team of 5 engineers focused to redesign a youth carrier center for community outreach. > Designing and building a book cabinet that would be attached to chairs in the location . > Working with lawyer to patent Idea.

High-tech startup internTasks included keeping track of data records, ordering and identification of parts from supplier, documentation and proof of ROHS fulfillment

Mechanical Engineering B.S., Product Design, Analysis.

M.B.A., Entrepreneurship/Entrepreneurial Studies