A Data Scientist and Machine Learning Engineer with 3+ years of experience working in Bio Tech, AI, Ed Tech and Software companies using Python and R. I have a keen interest in research and combining it with engineering implementations to develop products and create informative, decisive and sustainable production workflows.
Automated detection of pass and harvest time for microbial strains by building a 91% accurate CNN using TensorFlow.
Quantified product performance by fitting a Bayesian mixed-effects model on trials data.
Quantified the validity of satellite imagery in detecting product effect by correcting for spatial auto-correlation & bagging mixed effect regressors.
Built python modules to: generate reports on data status in the Warehouse, set satellite streaming workflows via automated API calls.
Machine Learning Researcher
ian. 2021 - aug. 2021 (7 luni, 1 zi)
Researched, Implemented, trained and tested the FastSpeech2 Text to Speech Conversational AI model using RNNS and GANS in PyTorch on remotely hosted supercomputers.
Researched on the Speech to Video synthesis models: Synthesise Obama, Talking Face Landmarks among others then implemented, trained and tested the Synthesise Obama model using PyTorch.
Optimised loss functions through hyperparameters tuning, using technologies like MFA and TensorBoard.
Data Scientist - Intern
iun. 2020 - oct. 2020 (4 luni, 2 zile)
Built & deployed (using Heroku) a web app that predicts Pharmaceutical Sales across multiple stores & analyses existing data.
Performed change point analysis using Theano and Pymc3 to quantify the impact of the Kenyan government policy interventions to slow the spread of COVID-19.
Built a Covid-19 tableau dashboard after creating the data ETL pipeline with SQL and python.
Performed AB Testing performance evaluation on an Ad campaign which showed a 1.2% lift in brand awareness.
Certification, Spatial Analysis and Satellite Imagery in a GIS(Coursera)
University of Toronto,
(Mai puțin de un an)
The University of New South Wales & IEEE Geoscience and Remote Sensing Society (Coursera).