Experience

DexManus

• Canada
• Fundraising
• 1 - 100 Employee

• Chief Executive Officer

  • Jan 2020 - Present

  - Founder and creator of DexManus a digital executive assistant to fundraising community - Assembled a team of ML experts with proven track record of delivering product quality ML - Founder and creator of DexManus a digital executive assistant to fundraising community - Assembled a team of ML experts with proven track record of delivering product quality ML



Carnegie Technologies

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Data Science Lead

  • Feb 2019 - Jan 2020

  - Leading a fun and engaged data science team with direct reporting responsibilities - Responsible for helping solve challenging data needs in various product lines, specifically in the network convergence platform and the internet of things product line - Helping shape data strategy at Carnegie - Delivering code (Python) - Leading a fun and engaged data science team with direct reporting responsibilities - Responsible for helping solve challenging data needs in various product lines, specifically in the network convergence platform and the internet of things product line - Helping shape data strategy at Carnegie - Delivering code (Python)



Magnet Forensics

• Canada
• Software Development
• 400 - 500 Employee

• Data Scientist

  • Aug 2015 - Feb 2019

  - Leading a research team in finding new and innovative ways of analyzing and using forensics data, with direct reports and hiring responsibilities - Key technical contributor and programmer (C#, Python) - Led five research projects resulting in three high value product features such as connections view, chat classification, and picture classification - Proven track record of taking prototypes into production - Developed several object detection models based on open source training frameworks in tensorflow - Developed several picture classification models, leveraging transfer learning and neural networks - Developed several text classification models using standard NLP techniques such as bag of words, vectorizers, word embeddings, supervised learning - Developed meta parameter training framework for training and evaluating NLP models - Developed rules based system for graph based exploration of connected forensics data, including defining necessary ontology - Developed unsupervised text similarity model, including NLP feature extraction and K-means clustering - Designed and implemented several SQL schema - Co-designed an AWS service leveraging docker, S3, and elastic search Show less



Avvasi Incorporated

• Canada
• Wireless Services
• 1 - 100 Employee

• Manager, Design Engineering, Research

  • May 2012 - Jun 2015

  - Managing a small team of talented individuals responsible for solving algorithmically challenging problems from research to implementation (with direct reporting)- Interviewing and assessing job candidates- Developing optimal control systems (C++)- Developing behavioral models for video quality of experience, including designing and conducting subjective studies- Assisting with development and debugging of various modules in order to accelerate schedules (C++)- Leading quality of experience (QoE) measurement efforts inside and outside of the company, including presenting contributions at the ITU in Geneva- Actively participating in ITU meetings world wide, including editing of the P.NAMS and P.NBAMS recommendations Show less

• Senior Design Engineer, research

  • Aug 2008 - May 2012

  Developing key new technologies of monitoring video trafficover TCP and UDP, with a focus on HTTP (C++)Developing key new technologies in estimating user qualityof experience for video sessions over the internet (C++)Mentoring new and junior employees, including review ofdesigns, code, and test plansFiled over 5 patent applications



Magnum Semiconductor

• United States
• Semiconductor Manufacturing
• 1 - 100 Employee

• Staff Software Engineer

  • Aug 2007 - Jul 2008



LSI, an Avago Technologies Company

• Semiconductor Manufacturing
• 700 & Above Employee

• Staff Software Eng.

  • Jan 2007 - Aug 2007



LSI, an Avago Technologies Company

• Semiconductor Manufacturing
• 700 & Above Employee

• Software Engineering Contractor

  • May 2003 - Mar 2006



PMC-Sierra is now Microsemi

• Semiconductor Manufacturing
• 300 - 400 Employee

• Product Engineer

  • May 2000 - Sep 2000



AMD

• United States
• Semiconductor Manufacturing
• 700 & Above Employee

• Student Engineer

  • May 1998 - Jul 1999