ASHTONE ONYANGOData Engineer (with Value-Centred AI)About MeI'm a passionate and creative Data Engineer with a strong background in Machine Learning and Cloud Data Analytics. I have designed and implemented end-to-end ML solutions, successfully addressing complex business challenges. My expertise lies in working collaboratively with cross-functional teams, gathering design needs from business stakeholders, and building reliable data pipelines and cloud data lakes. With a keen eye for agile processes and a penchant for learning new tools, I strive to enhance business operations through data-driven solutions.Recent Accomplishments🏆 First Prize Winner, 2022 Global Huawei ICT Innovation Competition:(Reducing early child mortality due to Pneumonia)Led a three-person team to design an innovative IoT wearable device that collected data from body sensors and integrated with an Android app via an access point. Trained a Neural Network on the acquired data to deliver accurate predictions.Data-Ops Skill Areas:✔️ Languages: Python, Scala, C++, JavaScript, TypeScript, NextJS, ReactJS, HTML, and CSS for building robust data-driven solutions.✔️ Data Modeling: Experienced in creating relational (PostgreSQL) and NoSQL data models, leveraging ETL to build databases in PostgreSQL and Apache Cassandra.✔️ Cloud Data Warehouses: Expertise in constructing cloud-based data warehouses on the AWS ecosystem (Redshift, S3), and Microsoft Azure.✔️ Data Pipelines, Scheduling & Orchestration: Adept at scheduling, automating, and monitoring data pipelines using Apache Airflow, ensuring data quality and lineage tracking.✔️ Big Data: Well-versed in handling massive datasets stored in data lakes, with proficiency in Spark, Hadoop, Hive, and Kafka.✔️ MLOps: Developing and operationalizing Machine Learning and Data workflows on Google BigQuery, AWS SageMaker and Microsoft Azure, with expertise in ML algorithms and neural networks.✔️ Generative AI: Built solutions leveraging LLMs in conversational healthcare bots, Voice assistants, content generation and creation of AI apps with open-source LangChain.Get In Touch:I am actively seeking new opportunities in Data, eager to collaborate on designing and scaling product data pipelines to handle high volumes of data. Let's work together to productize your Machine Learning solutions and drive impactful business outcomes through data-driven decision-making.🔍 Open to Opportunities | 💼 Data Engineering | 🤝 Let's Connect!
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Co-FounderWan Ai Jun 2023 - PresentNairobi, Kenya.
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Ai/Ml FacilitatorGoogle Crowdsource Aug 2021 - PresentNairobi, Kenya• Facilitated over 10 ML workshops for University students and other community members in countries across Africa.• Attended training sessions with ML experts at Google, to contribute towards open-source projects on responsible AI.• Helped manage a global community of over 5000 contributors and ML enthusiasts to help make AI serve everyone, everywhere. -
Ai Software DeveloperRightsify Jun 2023 - Aug 2024California, United StatesAt Rightsify, I contributed to the development of cutting-edge Text-Music LLMs tailored for the music licensing industry focussed on transforming 10,000+ ethically sourced and licensed songs into a robust platform for AI-driven music generation.Key Responsibilities:- Data Pipeline Development: Designed and built data processing pipelines to clean, format, and structure vast datasets to optimize for training the LLM.- Custom LLM Architecture: Developed and refined custom LLM architectures for generating high-quality music from textual inputs, enhancing user experience and engagement, enhancing model performance by +20% via rigorous hyperparameter tuning, validation, and Reinforcement Learning.- Model Training & Optimization: Conducted rigorous training with extensive hyperparameter tuning to maximize model performance including validating datasets to ensure high accuracy and reliability.- Performance Evaluation: Evaluated the LLM's performance through user testing, gathering feedback to iteratively improve model functionality and usability. - Monitoring & Analysis: Created processes and tools for continuous monitoring and analysis of model performance and data accuracy, boosting operational efficiency by +15%.Collaboration & Project Management:- Worked closely with the Project Manager to ensure project requirements were met accurately and on time.- Provided realistic project timelines, from initial design to delivery, facilitating clear communication.- Regularly updated project status to address any emerging requirements or issues.Achievements:- Addressed critical data storage challenges by implementing automated migrations from AWS S3 to custom environment dBs, significantly enhancing data accessibility and management.- Innovated streaming pipelines that facilitated the processing of smaller datasets simultaneously, optimizing quality training workflows.- Contributed actively to tech community workshops, staying abreast of the latest tech trends. -
Chatbot DeveloperZuri Health Jan 2023 - Apr 2023Nairobi County, Kenya- Assist in building and designing the chatbot flow according to businessrequirements.- Assist in fixing and maintaining existing bot flows.- Work with other team members to integrate dependencies within the bot.- Intermediate with platform engineers to relate concerns with the platform.- Performing any other duties as may be required or assigned by the TechnicalProduct Manager (Whatsapp) Chief Product Officer. -
Software EngineerFreelance Feb 2022 - Dec 2022- Identifying scalable ML solutions to solve business problems that address client need.- Providing a platform for data Scientists to access data and processes to allow them to fine tune their models.- Leveraging cloud compute to build solutions.- Creating web based interactive visualizations and dashboards.- Contributing to projects that enable software driven machine learning deployment to optimize market dynamics.
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MemberIeee Engineering In Medicine And Biology Society Sep 2020 - Nov 2022Nairobi, Kenya -
Vice ChairIeee Engineering In Medicine And Biology Society Sep 2020 - Mar 2022Nairobi, KenyaEMBS KU Chapter- Increased members registration and participation in society activities.- Organized technical workshops among members to learn and innovate for healthcare technology.- Facilitated machine learning sessions centered on using healthcare data to assist diagnosis and to improve patient outcomes. - Organized public lectures with local and global industry professionals, that led to student - employer pairings and exposure.- Collaborated with other engineering communities to organize innovation and career fairs.
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Official Campus AmbassadorInternational Mun Aug 2021 - Nov 2021Nairobi, KenyaInternship International Model United Nations- Promoted IMUN programs among the student communities.- Helped other students learn new organizational skills via IMUN trainings.- Learned Organisational Management and Community Organizing.- Gained an understanding of International Diplomacy, global issues and conflict resolution methods. -
Machine Learning FacilitatorGoogle Developers Sep 2020 - Aug 2021Kenyatta University- Organized training workshops that saw many participants enroll to learn and apply Data Science.- Facilitated Machine Learning projects among teams, during organized hackathons and competitions.- Organized public lectures by industry professionals, that led to networking with notable companies in the Tech space. -
Alumnus Cohort 5.0Kamilimu Aug 2019 - Jun 2021Nairobi, KenyaKamiLimu Mentorship in Tech- Growed my innovation skills and expertise in using research and human-centered design to build solutions.- Learned how to complement my learned tech skills with current industry trends towards career preparedness.- Built skills in public speaking, communicating one's science, and interview preparedness.- Involved in immersion in and giving back to the local and global tech and social communities. -
Tech Mentor | TutorTeens In Ai Aug 2019 - Sep 2019Nairobi, KenyaTeens in Artificial Intelligence Africa, Program organized by Elena Sinel - London.- Mentored a team of four teenage girls to use Machine Learning on Microsoft Azure solutions in tackling UN SDG 13, to solve lack of access to affordable and timely healthcare in resource constrained settings.
Ashtone Onyango Education Details
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Information Security Certification -
Biomedical Engineering
Frequently Asked Questions about Ashtone Onyango
What company does Ashtone Onyango work for?
Ashtone Onyango works for Wan Ai
What is Ashtone Onyango's role at the current company?
Ashtone Onyango's current role is I tell your data stories || Software Developer.
What schools did Ashtone Onyango attend?
Ashtone Onyango attended Datacamp, Udacity, Udacity, Freecodecamp, Kenyatta University.
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