Reza Khaninezhad

Partner

2023 - Current

Data Science Manager

2022

Principal Data Scientist

2019 - 2023

Senior Data Scientist

2018 - 2019

Limited Partner

2021

Help technology startups build, grow and scale

Advisory Board Member

2020

Advisor

2017 - 2021

Principal Data Scientist

2017 - 2018

Object Recognition: - Designed and developed automatic object recognition system using deep convolutional networks to recognize building damages provided by UAVs - Built the automation pipeline using python, pyspark, Tensorflow (Keras) 3D Stereo Modeling: - Designed several filtering and pre-clustering algorithms for reconstructing 3D model of buildings from 2D images provided by UAV (drones) - Built an automated and robust 3D modeling pipeline with interactive configuration capabilities Optical Character Recognition: - Designed proof of concept workflow for automatic license plate recognition system to be used on UAVs

Co-Founder

2015 - 2018

Lead Data Scientist

2015 - 2016

- Python data cleansing and pre-processing of oil and gas production data - Development of machine learning algorithms for time series predictive and descriptive analytics - Development and implementation of physics-based oil production forecasting algorithms - Automatic robust optical character recognition engine for directional drilling survey data - Administrated companies project management software using Attlasian's agile software development products

Research Assistant at SEES Lab.

2012 - 2017

- Subsurface Reservoir Characterization - Development of Automated Sparsity Promoting History Matching Techniques - Geologic Dictionary Learning for Complex subsurface Structures - Field Development Optimization trough Sparse Reconstruction Techniques - Uncertainty Quantification

Graduate Research Assistant

2009 - 2011