SKILLS

Languages Python, SQL, Scala, R, Java, C, Javascript, Go, Git, Bash/Shell

Data & Databases Hadoop, Spark, Hive, Nifi, Kafka, MySQL, PostgreSQL, SQL Server, Oracle, BigQuery, MongoDB Tools & Technologies Pandas, Tensorflow, Airflow, SiSense, Tableau, Docker, AWS, GCP, Azure, Matillion, Terraform EXPERIENCE

Data Engineer ecobee Toronto, ON Jan 2021 – Present

• Independently created a parameterized ingestion pipeline using Matillion saving 20+ hours from a new pipeline build process

• Developed ETL and ELT data pipelines for SQL and NoSQL sources using tools such as Matillion, Google Dataflow, and Python

• Managed GCP cloud infrastructure using Terraform and scheduling using Airflow Data Engineer Manulife Waterloo, ON May 2020 – Aug 2020

• Developed a Mainframe ingestion framework with Spark and Nifi, saving $200,000 yearly from third party alternatives

• Independently wrote new data pipelines to improve accuracy of key business metrics used by executives, marketing and advanced analytics teams in building machine learning models, strategy planning, and various other ETL intensive tasks

• Led a team of co-ops in creating a web app to automate the co-op hiring process saving 5+ hours a week for hiring committee

• Created a system to monitor HIVE process to mask sensitive PII preventing exposure of 1M+ records of data

• Configured CI/CD pipelines using Pytest for unit testing and Jenkins to automate versioning and deployment of new packages Data Analyst York Region Newmarket, ON Sept 2019 – Dec 2019

• Created a program to automate georeferencing with computer vision and artificial intelligence using Python with OpenCV, and ArcGIS, saving 15 hours from the permit approval process

• Developed various PowerBI dashboards with SQL Server integration entry to visualize data for enterprise-wide consumption

• Automated workflows using Python, such as writing a script to create feature for the Region’s online Analytics Gallery PROJECTS

SpotUp

Python, Javascript, Plotly, Dash, Flask, React, Pandas, Scikit-Learn SpotUp is a web app aiming to bring advanced analytics and spatial analysis to any NBA fan with limitless customizability, expanding the use of spatial analysis in the NBA through shot charts in dashboards built from user input used to pull data from API endpoints L.I.S.A UW Starter Hacks 2020

Python, OpenCV, Tensorflow, RaspberryPi

A proof of concept designed to aid caregivers while looking after their patients using computer vision and speech recognition to monitor their movements and notify of potential hazards when the caregiver is not present Imperium Solar UW Energy Hacks 2019 Winner

HTML, CSS, Javascript, Python, ArcGIS

A conceptual start-up created to lower the cost of solar energy by connecting businesses with investors and providing a ROI report using deep learning to perform time series forecasting on satellite and electricity usage data, aiming to show financial incentive to environmentally sustainable practices

EDUCATION

University of Waterloo 3B B.E.S Honours Geomatics with Minor in Computing Dean’s Honours List

• Relevant Courses: Data Types and Structures, Multivariate Statistics, Spatial Analysis, Databases, Linear Algebra, Calculus

• External Courses: NLP with PyTorch (Pluralsight), Python and Spark for Big Data (Udemy) MUJTABA SIDDIQUI

Honours Geomatics University of Waterloo

mujtabasiddiqui.github.io

adkdlf@r.postjobfree.com

linkedin.com/in/mujtaba-siddiqui/

mujtabasiddiqui

647-***-****