Hi, I'm Filip
Machine Learning Developer
I am experienced in Machine Learning and Big Data and passionate about using code and Artificial Intelligence to impact peoples lives in a positive way.
Projects
A collection of some of my favorite work
Movie Recommender
An interactive web application that provides Artificial Intelligence based movie recommendations based on a users inputted movie ratings
Free Stock Market
A virtual stock trading brokerage web application that simulates the real stock market. Users buy and sell real stocks with their latest prices using virtual currency.
Experience
My professional journeyMachine Learning Developer
Voices
2022 - Present
Voice Cloning Model Development
Responsible for driving the AI Voice Cloning project requiring the research and development of an end to end Text to Speech Model able to generate speech in the cloned voice of users.ML Ops Deployment
Supported the transfer of existing Machine Learning Models from a complex API using a server into the AWS cloud as serverless APIs greatly simplifying the redeployment process and improving performance.Database Engineering
Led the development of a new Business Intelligence data warehouse along with data processing and ingestion pipelines that powers all of the Analytics and Machine Learning processes.Search Engine Optimization
Led the project to rebuild the poorly performing Site Search Engine to create an optimised ElasticSearch solution using Natural Language Processing to retrieve the most relevant results and boost conversion.Data Scientist
Opta Information Intelligence
2019 - 2022
Machine Learning Model Development
Developed predictive models from start to end by: acquiring and cleaning data, engineering features, training and tuning models, validating predictions, and testing results.Deploy Models into Production
Took working models and deployed them into a production ready environment as serverless APIs to make real time predictions.ETL Pipeline Maintenance
Created automated pipelines that perform scheduled jobs to ingest data from multiple sources. Data is sent through validation and cleaning steps and uploaded into standardized database tables.Bachelors of Science in Mathematics and Physics
University of TorontoMachine Learning Specialization
Stanford UniversityCertifications in Responsive Web Design, Front End, Back End and Relational Databases
Free Code CampDeep Learning Specialization
Stanford UniversitySkills
My technical stackMachine Learning
More than 7 yearsPython
ExpertAWS Sagemaker
ExpertPytorch
IntermediateSKLearn
ExpertWeb Development
More than 5 yearsFlask
IntermediateReact
IntermediateNode Express
BeginnerHTML, CSS, JavaScript
IntermediateDatabases
More than 5 yearsSQL
ExpertElastic Search
ExpertAWS Redshift
IntermediateMatillion
BeginnerDev Ops
More than 5 yearsAWS Stack
ExpertDocker
IntermediateGit
IntermediateLinux
IntermediateWho is Filip?
A short intro to my life- I am a Machine Learning Engineer located in Toronto, Canada. I have many years of work experience focused on developing and deploying: large scale Machine Learning models and ETL pipelines for Big Data from start to end.
- I am a self taught web developer passionate about creating functional Web Applications and clean Websites. I constantly strive for knowledge, expanding my skills by learning the newest technologies and take pride in building cool projects.
- I love everything to do with AI and coding. My ambition is to use these powerful disciplines to create technology that improves the world. I focus on writing clean and maintainable code that always works.
- When I am not working away writing code my favorite thing to do is be outdoors: either biking, hiking or playing tennis. I am also an avid traveller who enjoys visiting new places and countries.
- I love to connect with new people and explore new opportunities, feel free to leave me a message!