Evalyne Kaindoh

Experience

• 

  8teq Solutions LTD

  Dec 2019 - Feb 2020

  Intern Data Scientist

  ► Developed machine learning models.► Packaged machine learning models into libraries.

• 

  8teq

  Mar 2020 - Jun 2021

  8teq leverages Artificial Intelligence (AI), Internet of Things (IoT), Big Data, and Geospatial Solutions towards developing smart technology solutions.► Utilized TensorFlow to develop Deep learning models for Computer Vision, improving the previous methods in terms of higher classification accuracy and performance when interfaced with software and adding value to the final software product.► Developed python libraries to handle predictions and classification models for easier collaboration with software engineers when interfacing with the deep learning models.► Utilized Keras and Tensorflow to train deep learning models for computer vision.► Customized existing deep learning models for computer vision through transfer learning.► Deployed the deep learning models into the backend using Django, whose major goal was to stream analyzed live and archived video footage.► Leveraged Exploratory data analysis to completely evaluate data and make decisions on it. This was highly influenced by the use of pandas, NumPy, and matplotlib.► Translated statistical formulas and models into working system code. Show less ► Utilized R for Time Series analysis and forecasting of high-frequency data and displaying predictions on RShiny dashboard, adding value to clients using predictions for better decision making.► PostgreSQL to store large volumes of data and create an API with Django rest framework for query by other team members, use of SQL to clean data of duplicates finding rows with missing fields and invalid data which reduced its volume and enhanced its value during transformation.► Researched and developed in detecting and recognizing highly occluded objects in real-life environments.► Used Tesseract for optical character recognition, whose major aim is text extraction on an object.► Packaged deep learning models into libraries.► Designed and implemented image and video processing algorithms.► Analyzed and predicted future trends using time series analysis techniques. Show less

  • Data Scientist and Back End Developer

    Jan 2021 - Jun 2021

  • Junior Data Scientist

    Mar 2020 - Dec 2020
• 

  Swvl

  Jul 2021 - May 2022

  Data Analyst

  Swvl is a global provider of transformative tech-enabled mass transit solutions that enhance mass transit safety, reliability, and convenience in some of the world’s most challenging and complex emerging markets. ► Streamlines day-to-day activities using Google Apps Script by designing and developing automation tools.► Collaborates with a software team of 5 to Identify and coordinate data infrastructure improvements.► Supports decision-making by querying from the Big Query, designing the structure, and running data analyses.► Utilizes google sheets and data studio to design and prepare company dashboards and other key stakeholder reporting.► Enables the success of SWVL Team Members by supporting them in accessing, understanding, and utilizing data/dashboards.► Develops and maintains business intelligence documentation, training materials, and best practices to understand data easily. Key Achievements:★ Contributed to an increase of bookings from 1500 bookings to over 4000 bookings moments after joining the team.★ Improved customer retention from 39% to 46%.★ Engineered daily control of the driver’s churn report resulting in a decreased churn rate from 9% to 4%. Show less

• 

  Kenya Airways

  Jun 2022 - now

  Kenya Airways is a leading African airline flying to 56 destinations worldwide – 46 of which are in Africa – and carrying over four million passengers annually. I am happy and enthusiastic to work with the business to gather requirements for data and understand data sources from third-party vendors for a smooth process flow of the KQ Business. The key main roles are as follows: ►Spearheading the integration and analytics team to enhance DevSecOps practices. ►Designing and implementing secure, scalable integration architectures.►Integrating security into CI/CD pipelines across the organization.Managing data integration for real-time analytics and reporting.►Fostering cross-functional collaboration and mentoring junior team members.►Modernizing legacy systems and adopting emerging technologies.►Ensuring compliance with industry standards and mitigating risks. Show less ► Design and develop custom ETL, ELT, and EL processes to pull data from different reliable sources and load it to target databases or systems. ► Design and develop PL SQL queries for data analysis and reporting.► Develop data streams, pipelines, API, and plug to target systems. This has improved automation upto 80%► Design Data Marts, Data warehouses and use best principles to clean, sort, and push data to avoid duplicates.► Ensure safe transmission using encryption and decryption of files.► I have invested a lot of energy in notifications to ensure that errors are known promptly reducing the users from complaining by a margin of 70%. Show less

  • Integration and Architect Lead.DevSecOps

    Aug 2024 - now

  • Integration Developer

    Jun 2022 - Aug 2024