Ronny Polle

Chief Technology Officer

2000 followers

Accra, Greater Accra Region, Ghana

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Timeline
About me
Medical Doctor at ENRH | ML&DS Freelancer | Aspiring Healthcare ML Research Software Engineer
Education
- St Francis Xavier Jnr Seminary
  2010 - 2013
  High School Diploma General Science
- University for Development Studies
  2014 - 2023
  MBChB Medicine
Experience
- Early Food Inc
  Jan 2017 - Jul 2018
  Chief Technology Officer
  -Worked on a cross-functional android mobile application and website serving food orders and deliveries from a network of 1000+ users and 15+ restaurants across the Northern and Ashanti Regions of Ghana.
- Savana Signatures
  Sept 2017 - Sept 2017
  Software Developer
  -Developed a data collection and aggregation android application
- University for Development Studies
  Apr 2018 - Jan 2019
  Undergraduate Researcher
  -Developed data cleaning and feature extraction utilities for processing Magnetic Resonance Spectroscopy datasets-Developed a convolutional neural network for processing and quantification of brain metabolites
- SunCity Panels-AI
  Sept 2018 - Jan 2020
  Founder,AI Lead
- Sesi Technologies
  Jan 2019 - Aug 2019
  R&D Software Engineer Intern
- University for Development Studies
  Jun 2019 - Sept 2019
  Undergraduate Researcher
  -Generated manual word/phrase-level annotations for stuttered speech corpus using Praat software tool-Implemented frame-wise data labeling scheme for stuttered speech using TextGrid annotations as input-Implemented trainable deep convolutional neural network and a deep recurrent network architectures to detect stuttering in speech
- Emerging Leaders in Technology and Engineering, Inc.
  Jul 2019 - Dec 2019
  Machine Learning Engineering Consultant
- University for Development Studies
  Nov 2019 - Nov 2019
  Undergraduate Researcher
  -Implemented data preprocessing and feature extraction utilities for time series data-Implemented deep recurrent neural net architecture to generate multi-step sequence predictions-Implemented android application to render predictions
- Carnegie Mellon University
  Jul 2021 - Oct 2021
  Research Intern
- Emerging Leaders in Technology and Engineering (ELiTE)
  Jun 2022 - Aug 2022
  Machine Learning Engineer
  - Designed and implemented an automated machine learning(AutoML) software deployed on google cloud platform- Operationalized multiple machine learning algorithms on google cloud machine learning platform
- Freelance
  Nov 2023 - now
  Data Analytics & Artificial Intelligence Consultant
  Offer consultancy services in:- Research- LaTeX - Development of ETL data pipelines- Development of machine learning and deep learning models- ML model deployment services (GCP, Azure, AWS)
- ENRH
  Feb 2024 - Mar 2025
  Medical Doctor
Licenses & Certifications
- Natural Language Processing Specialization
  Coursera
  Feb 2021
  View certificate
- Introduction to Tensorflow for Deep Learning
  Udacity
  Mar 2021
- AI for Medicine Specialization
  Coursera
  Jun 2020
  View certificate
- DeepLearning.AI TensorFlow Developer Specialization
  Coursera
  Jan 2021
  View certificate
Honors & Awards
- Awarded to Ronny Polle
  2nd Place - Amini Cocoa Contamination Challenge Zindi Jun 2025 Built mmdetection object detection pipeline to accurately detect all diseases from images of cocoa leaves
- Awarded to Ronny Polle
  Distinguished Service Award MISE Foundation, Ghana Mar 2025
- Awarded to Ronny Polle
  1st Place - Ghana Crop Disease Detection Challenge Zindi Jan 2025
- Awarded to Ronny Polle
  1st Place - Accra Mobility Prediction Hackathon powered by Yango Zindi.Africa Nov 2024
- Awarded to Ronny Polle
  UmojaHack Africa 2023 Country Prize Winner Zindi.Africa Mar 2023 Overall Winner in Ghana
- Awarded to Ronny Polle
  UmojaHack Africa 2022 Country Prize Winner Zindi Mar 2022 - Overall Winner in Ghana(and West Africa) and 10th in Africa (out of 116 teams) in the advanced-level challenge of the 2022 UmojaHack Africa inter-university machine learning hackathon.
- Awarded to Ronny Polle
  UmojaHack Africa 2021 Country Prize Winner Zindi.Africa Mar 2021 Developed winning solution for DeepChain Antibody Classification Challenge
- Awarded to Ronny Polle
  10/596 - Lacuna Correct Field Detection Hackathon Zindi.Africa 2021
- Awarded to Ronny Polle
  2/3363 - HackerEarth Holiday Season Deep Learning Hackathon HackerEarth 2021
- Awarded to Ronny Polle
  Top 26%(of 1547) - The Royal Australian and New Zealand College of Radiologists- Catheter and Line Position Challenge Kaggle 2021
- Awarded to Ronny Polle
  5/1483 - Zimnat Insurance Recommendation Hackathon - 2020
- Awarded to Ronny Polle
  First Runner-up : Ghana Inter-University Machine Learning Hackathon: Expresso Churn Prediction Challenge Zindi.Africa 2020
- Awarded to Ronny Polle
  AJA.LA Sudio Deep Learning Indaba Travel Award Winner AJA.LA Sudio 2019
- Awarded to Ronny Polle
  International Mathematics Olympiad (National Finalist) - 2014
Volunteer Experience
- Research Mentor
  Issued by MISE Foundation on Jan 2025
  Associated with Ronny Polle
- Programming Facilitator
  Issued by SuaCode on Jul 2019
  Associated with Ronny Polle
- Programming Facilitator
  Issued by Nsesa Foundation on Jun 2018
  Associated with Ronny Polle
- Machine Learning Instructor
  Issued by Emerging Leaders in Technology and Engineering, Inc. on Jul 2019
  Associated with Ronny Polle
- Campus Ambassador
  Issued by Zindi on Jan 2020
  Associated with Ronny Polle