Ronny Polle

Ronny Polle

Chief Technology Officer

Followers of Ronny Polle2000 followers
location of Ronny PolleAccra, 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 certificate
    • Introduction to Tensorflow for Deep Learning

      Udacity
      Mar 2021
    • AI for Medicine Specialization

      Coursera
      Jun 2020
      View certificate certificate
    • DeepLearning.AI TensorFlow Developer Specialization

      Coursera
      Jan 2021
      View certificate 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
      MISE FoundationAssociated with Ronny Polle
    • Programming Facilitator

      Issued by SuaCode on Jul 2019
      SuaCodeAssociated with Ronny Polle
    • Programming Facilitator

      Issued by Nsesa Foundation on Jun 2018
      Nsesa FoundationAssociated with Ronny Polle
    • Machine Learning Instructor

      Issued by Emerging Leaders in Technology and Engineering, Inc. on Jul 2019
      Emerging Leaders in Technology and Engineering, Inc.Associated with Ronny Polle
    • Campus Ambassador

      Issued by Zindi on Jan 2020
      ZindiAssociated with Ronny Polle