Feb 2023 – Jul 2024 · 1 yr 5 mos · San Francisco, California, United States

• Build state-of-the-art models for cognitive services using various open-source and machine-learning principles.
• Design various POCs using ML/DL/NLP solutions for new or existing enterprise problems.

May 2021 – Sep 2021 · 4 mos · Vancouver, British Columbia, Canada

• Developed a dynamic multi-task learning approach that learns from the training data a hierarchical gating policy consisting of a task-specific policy for coarse layer selection and gating units for individual input instances.

Mar 2020 – Mar 2020 · 0 mo

• Workshop on Introduction to Python
• Image Analysis and Computer Vision

Sep 2019 – Dec 2021 · 2 yrs 3 mos

• Introduction to Computation in Engineering Design (APSC 160)
• Medical Imaging (ELEC 471 - BMEG 420), Instructor: Robert Rohling
• Advanced Machine Learning Tools for Engineers (EECE 571T), Instructor: Matthew Yedlin, Bhushan Gopaluni

Sep 2018 – Aug 2022 · 3 yrs 11 mos

• Researcher at Robotics and Control Lab (RCL)
• Acquired data at Vancouver General Hospital with in-house software, designed a database and developed software for data cleaning
• Developed a multiple instance learning combined with label invariant synthetic data to overcome the small and weakly labeled data in guiding systematic prostate biopsy.
• Analyzed the non-stationary ultrasound Time Series with complex neural networks in guiding systematic prostate biopsy for real-time cancer detection.
• Anomaly detection
• Uncertainty analysis of medical decisions
• Established robust training frameworks for classification with noisy labels and label refinement technique.

Mar 2018 – Sep 2020 · 2 yrs 6 mos

• Involved in the preparation of Request for Proposals, Request for Tender, Proposal Cost Estimates, and Request for Quotes for over $300,000.00 projects.
• Mentor, assist, and train junior staff in a rapidly growing team.
• Review engineering drawings and all the deliverables in system improvement projects.
• Coordinate with all of the stakeholders in a project.
• Effectively coordinate with various internal staff ranging from engineers, project managers, drafters, team leads and design assistants to achieve a short turnaround time and high-quality work.
• Coordinate with regional districts, municipalities, and underground utility owners to acquire proper permits, and site verification to ensure proper design and construction process.
• Liaison with Engineers and Designers to ensure design quality and coordinate with Project Managers to ensure project timelines are met

Jun 2017 – Mar 2018 · 9 mos

• Resolve site queries, attend site meeting and perform site inspection prior to and during the construction phase of projects.
• Prepare project specification for material and equipment purchase and installation
• Prepare all needed documentation for a project including budgets, schedules, work plans, technical specifications, tender documents, project calculation, etc.

May 2016 – Jun 2017 · 1 yr 1 mo

• Design electrical distribution facilities including line layout, foundations, structure configuration and insulator and conductor specifications
• Prepared PLS-CADD generated engineered rail, river, transmission, and pipeline overhead distribution crossing designs for BC Hydro
• Performed studies for Fuse Coordination and Phase Balancing using CYMDIST / CYMTCC
• Preparing engineered designs for non-standard poles across BC
• Designing system improvement projects, upgrading system to the new voltage requirements and latest standards across BC

Feb 2016 – Apr 2016 · 2 mos

Sep 2015 – Jan 2016 · 4 mos · ZE Power Engineering, 5920 Number 2 Road, Richmond, BC V7C4R9

• Monitored data flow process accuracy in a timely manner by checking database,
• processors and their logs and configuration.
• Performed daily system check on application functionality and reports from ZEMA
• based on client’s business needs.
• Coordinated with other departments in resolving the errors.

Jan 2014 – Aug 2015 · 1 yr 7 mos

• Linear Systems, (ENSEC 380), Instructor: Atousa Hajshirmohammadi
• Feedback Control Systems, (ENSEC 383), Instructor: Faisal Beg
• Electric Circuits I, (ENSEC 220), Instructor: Ljiljana Trajkovic
• Engineering Measurement and Data Analysis, (ENSEC 280), Instructor: Atousa Hajshirmohammadi

Sep 2013 – Aug 2015 · 1 yr 11 mos

Jul 2012 – Sep 2013 · 1 yr 2 mos · Isfahan, Iran