Samson Boadi
Senior AI Engineer/IT Consultant
Ten Boer
Summary
As an experienced AI Engineer, I bring a blend of technical acumen, creativity, and passion for artificial intelligence to drive innovation and deliver cutting-edge AI solutions. With a proven track record spanning several years, I have honed my skills in various programming languages, machine learning(computer vision, including object detection and segmentation.), deep learning, and natural language processing. Moreover, I have gained hands-on experience fine-tuning, hosting, and quantizing large language models, empowering businesses to leverage powerful AI-driven conversational agents and text analysis tools.
Collaborating closely with cross-functional stakeholders, I strive to bridge the gap between abstract ideas and tangible outcomes, translating complex problems into actionable AI roadmaps that unlock value and accelerate business growth. My dedication to staying current with emerging trends enables me to incorporate the most promising and innovative techniques, constantly pushing the envelope of what's possible with AI. Above all, I remain steadfast in championing responsible AI practices, advocating for equitable, secure, private, and transparent implementations that serve humanity's greater good.
Overview
6
6
years of professional experience
Work History
Senior AI Engineer
GEOAI BV
07.2018 - Current
- AI Solution Development: Led the design and implementation of advanced AI and machine learning solutions to address complex geospatial challenges, driving enhanced decision-making and operational efficiencies for clients
- Developed and implemented Machine Learning and Artificial Intelligence (ML/AI) pipelines for complete automation, significantly streamlining processes and boosting productivity
- Crafted custom AI-software solutions for object detection in drone imagery, enhancing the ability to identify and analyze critical elements within geospatial datasets
- Programming in the paradigm of Object-Oriented Programming (OOP)
- Design Patterns and Frameworks
Jul 2018 - Present
- Drone Data Analysis: Conducted comprehensive analysis of drone data, extracting valuable insights to support geological and environmental assessments
- Project Leadership: Spearheaded multiple AI-driven projects from conception to deployment, ensuring on- time delivery, and achieving project objectives while adhering to budget constraints
- Client Engagement: Collaborated closely with clients to understand their unique challenges, proposed innovative AI solutions, and provided expert advice on leveraging AI technologies for geospatial analysis and insights
- Technical Innovation: Pioneered the development of cutting-edge AI algorithms and models for geospatial data analysis, contributing to the advancement of GeoAI solutions and achieving significant performance improvements
- Cross-functional Collaboration: Worked in tandem with cross-functional teams including geospatial analysts, data scientists, and software engineers, fostering a collaborative environment and ensuring the successful integration of AI technologies into geospatial projects
- Mentorship and Training: Mentored junior AI engineers and data scientists, providing guidance, training, and support to foster skill development and ensure project success
- Research and Development: Conducted ongoing research to stay abreast of the latest advancements in AI, machine learning, and geospatial technologies, ensuring the continuous innovation and effectiveness of GeoAI solutions
- Technical Documentation and Presentation: Authored comprehensive technical documentation, whitepapers, and delivered presentations to both technical and non-technical stakeholders, promoting a clear understanding of GeoAI solutions and their benefits
- Quality Assurance: Implemented rigorous testing and quality assurance processes to ensure the accuracy, reliability, and robustness of AI solutions delivered
- Performance Monitoring: Established and monitored key performance metrics to evaluate the effectiveness of AI solutions, ensuring continuous improvement and optimization.
IT Consultant
Merkator BV
07.2018 - Current
- Geospatial Analysis:Conducted meticulous geospatial analyses utilizing Geographic Information Systems (GIS), facilitating informed decision-making for clients based on accurate geographical data
- Database Management:Spearheaded the design, implementation, and management of geospatial databases, ensuring data accuracy and seamless accessibility
- Project Management:Managed GeoIT projects from inception to completion, ensuring timely delivery within budgetary constraints
- Client Consultation:Engaged with clients to understand their GeoIT needs, proposed viable solutions, and provided expert advice on leveraging geospatial technologies to meet their objectives
- Custom Solution Development:Developed tailored geospatial applications and systems to address the specific needs of clients, enhancing their operational efficiency
- Built custom plugins and software solutions to extend the functionality of existing systems, providing clients with tailored tools to meet their unique operational needs
- Training and Support:Provided comprehensive training and ongoing support to clients, enhancing their capability in utilizing geospatial tools and systems effectively
- Technical Documentation:Created detailed technical documentation including user manuals, system specifications, and project reports, facilitating informed use and management of geospatial systems
- Industry Trend Monitoring:Stayed updated on the latest advancements in geospatial technologies and GIS software, ensuring the provision of current and effective solutions to clients.
Education
Certificate - Practical Artificial Intelligence
Advanced AI Programming -School of AI
Online 04.2001 -
Certificate - Computer Programming
Computer Science
Netherlands 01.2021 - 04.2021
Master of Science - GEO-Information Science And Remote Sensing
University of Twente
Netherlands 04.2001 -
Bachelor of Science - Geological And Earth Sciences
University For Development Studies
Ghana 04.2001 -
Skills
1 Programming Languages:
* Proficient in Python, with expertise in libraries such as NumPy, pandas, matplotlib, scikit-learn, TensorFlow, Keras and pytorch
* Familiarity with Java and JavaScript for full-stack development and front-end visualization
* Basic understanding of C and R for low-level programming and statistical analysis
2 Image Processing and Analysis:
* Specialized skills in hyper and multi-spectral remote sensing images
3 Natural Language Processing:
* Background in linguistic theories and techniques to build intelligent conversational agents and perform sentiment analysis
Quantizing large language models to reduce memory footprint and increase efficiency, facilitating real-time inference on edge devices
4 Machine Learning and Deep Learning:
* Fundamental understanding of classical machine learning algorithms, including support vector machines, random forests, gradient boosting, and k-nearest neighbors
* Mastery of deep learning techniques, such as convolutional neural networks, recurrent neural networks, autoencoders, and generative adversarial networks
5 Computer Vision:
* Knowledge of computer vision techniques, such as semantic segmentation, object detection, optical flow, motion estimation, stereo matching, and structure from motion
5 Cloud Computing Platforms:
* Experience in setting up and configuring instances on cloud providers like AWS, Microsoft Azure, and Google Cloud Platform, and hybride system setup
6 Virtualization and Containerization:
* Hands-on experience with Docker and Kubernetes for packaging and deploying microservices architecture
Timeline
Certificate - Computer Programming
Computer Science
01.2021 - 04.2021
Senior AI Engineer
GEOAI BV
07.2018 - Current
IT Consultant
Merkator BV
07.2018 - Current
Certificate - Practical Artificial Intelligence
Advanced AI Programming -School of AI
04.2001 -
Master of Science - GEO-Information Science And Remote Sensing
University of Twente
04.2001 -
Bachelor of Science - Geological And Earth Sciences
University For Development Studies
04.2001 -