Location: Cape Town, South Africa

Email:

Crystal Jacobs

Hello! I'm Crystal Jacobs

am a A.I.  &  IoT Engineer... Build  Intelligent Systems am a  Agri Specialist am a  Automation Engineer... am a  Intelligence Engineer

Designing intelligent models, end-to-end data pipelines and automated systems to solve real-world problems across industries.

AI Automation and Data Engineer with 15+ years of experience designing intelligent, automated data systems that solve real-world operational problems across Agriculture, Energy/Manufacturing, Medical, and Financial environments. My work focuses on building systems that collect, interpret, and act on data — enabling better decisions, reduced manual intervention, and measurable performance improvements in production environments.

I specialize in end-to-end system intelligence, including data ingestion, modelling, analytics, and automation pipelines that transform raw data into actionable outcomes. My technical foundation spans Azure, Python, SQL, Data modelling, Advanced analytics, and scalable data pipelines deployed across both on-premise and cloud environments.

DIGITAL BADGES & ACHIEVEMENTS

Professional Digital Badges
MB-200 Power Platforms Associate

MB-200 Power Platforms

Credential ID: 65EF8B6D59A4B3A4

Verify
Certification 2

PCAD – Python Data Analyst

Credential ID: CD9A5AF27CBE45EF

Verify
PCEP-30-02 Certification

Python PCEP-30-02 Certification

Credential ID: ZYWk.tAEJ.550V

Verify
WHAT I DO...

MY SPECIALITY

Senior Business Analyst

I specialize in bridging the gap between business objectives and technology solutions. By analyzing business processes and implementing strategic initiatives that enhance efficiency and drive growth.

Space Telecommunications

I’m building my path toward specializing in Space Telecommunications, with a focus on integrating green energy and A.I. into advanced communication systems. My goal is to help develop sustainable, next-generation satellite networks for Earth and beyond.

Artificial Intelligence Engineer

I specialize in designing and build advanced Artificial Intelligence solutions that drive innovation and efficiency across various industries to understanding business challenges and leveraging AI technologies.

Data Analysis

I specialize in transforming complex data into actionable insights by leveraging advanced statistical techniques and cutting-edge tools to analyze large datasets, uncover patterns, and drive strategic decision-making while advance my skills to Data Science

About Me
15+

Years of Experience

150+

Projects Completed

3+

Microsoft Certifications

LET ME INTRODUCE MYSELF

CRYSTAL JACOBS

AI / AUTOMATION / DATA ENGINEER–SCIENTIST

I am deeply passionate about building intelligent, data-driven systems that merge Artificial Intelligence, Smart Agriculture, and Space Communications into sustainable, globally impactful technologies. With over 15 years of experience across finance, manufacturing, and medical industries, my journey has evolved toward creating AI-driven solutions that advance both industry innovation and environmental sustainability.

Currently expanding my academic and research expertise through a BSc (Hons) in Information Technology (Data Science) – commencing 2026, I am focused on predictive modeling, automation systems, and next-generation AI architectures that integrate IoT, Laser-Light, and Quantum-Inspired Technologies.

My mission is to bridge the gap between scientific innovation and real-world implementation—developing transformative systems that contribute to the future of global agriculture, energy, and medical intelligence.

Read More...
Azure Anaconda SQL Power Automate Pandas Power BI Visual Studio Python NumPy
Technical and Professional Skills

Proficiency Skill Level

Technical Skills

Artificial Intelligence and IoT Solutions

90%

Python Programming (Pandas, Numpy, Matplotlib)

80%

Senior Automation Engineering

89%

Machine Learning and Data Science Frameworks

80%

System Architecture and Operations

83%

Professional Skills

90% Agile Scurm Skills
90% Communication Skills
80% Leadership Skills
85% Analytical Skills

THIS IS MY JOURNEY

My Professional Journey

Education

Jan 2026 - Nov 2026

B.Sc (Honour's) in Information Technology (Data Science)

Eduvos University

Pursuing my Bachelor of Science (Honours) in Information Technology (Data Science) at Eduvos, a prestigious UK institution recognized for producing industry leaders, I am building a strong foundation in advanced data science, AI, and research methodologies. With a vision of climbing the academic ladder toward a PhD, my focus is on becoming a top AI researcher and engineer, driving innovation in Space LiDAR, Agriculture, and Medical technology.

Feb 2019 - Dec 2021

B.Sc in Information Technology (Software Engineering)

Richfield Institution of Technology & Business

With a comprehensive education and hands-on experience in software engineering, I specialize in designing and implementing efficient, scalable software systems. My strong background in mathematics and artificial intelligence equips me with the skills necessary to tackle complex problems, optimize algorithms, and contribute to innovative AI projects.

Obtained 2024

PL-200 Power Platforms Associate

Microsoft Pearson Vue

As a certified Power Platform Engineer, I specialize in harnessing the capabilities of Power Platform to create innovative business solutions. My expertise in Power Apps, Power Automate, Power BI, and Power Virtual Agents enables me to streamline processes, enhance productivity, and drive data-driven decision-making. I am dedicated to delivering impactful solutions that address complex business challenges and foster operational efficiency.

Obtained 2023

MB-800 Business Central Associate

Microsoft Pearson Vue

As a certified MB-800 Business Central Specialist with a robust background in AL development, I bring a wealth of expertise in deploying and customizing Microsoft Dynamics 365 Business Central to meet diverse business needs. My skill set is centered on developing scalable, efficient solutions that streamline operations, improve financial management, and drive business growth.

2018 - 2019

Advanced Certification - Agricultural Management

NOSA Agriculture Institution

As a dedicated professional with an Advanced Certification in Agricultural Management, I specilized in Business and Livestock Management, I bring a comprehensive skill set aimed at optimizing agricultural operations and enhancing livestock productivity. My expertise spans across strategic business planning, efficient livestock management, and sustainable agricultural practices.

2010 - 2011

Diploma in Agricultural Management

Stonebridge Collage

As a dedicated professional with a Diploma in Agricultural Management, I specilized in Stud Farming and Feedlotting, I bring extensive expertise in breeding high-quality livestock and optimizing feedlot operations. My focus on sustainable and efficient farming practices ensures the highest standards of animal welfare and productivity.

2008 - 2010

Diploma in Stable Management

Stonebridge Collage

As a dedicated equestrian professional with a Diploma in Stable Management, I specilized in Equine Health and Horse Training, I bring a wealth of knowledge and expertise to the care, management, and training of horses. My commitment to maintaining the highest standards of equine health and developing effective training programs ensures the well-being and performance of each horse under my care.

Experience

January 2024 - Present

Senior Analytics Engineer | Data Automation and Reporting Systems

Bestbar / Bitberry, Australia

I lead the design, automation, and delivery of data systems that support executive decision-making across Finance, Production, Manufacturing, and Group Operations, while mentoring junior analysts and driving data reliability.


  • Please view my CV for more detail on responsibilites and experience...
June 2024 - December 2024

Senior Business Analyst (Agile Scrum)

Kaplan UK

Accomplished in conducting thorough requirements gathering and analysis for high-value projects such as SQE, with expertise in solution design, product ownership, and leveraging Business Central integrated with Azure DevOps. Proficient in fostering stakeholder engagement and applying Agile Scrum methodology. Experienced in collaborative project management, driving process improvement, and leading workshops to enhance project outcomes. Ensures rigorous quality assurance and supports seamless testing of development changes, facilitating effective communication between developers and stakeholders.


  • Please view my CV for more detail on responsibilites and experience...
February 2022 - May 2024

Senior System Analyst & Developer

JLM Services (Pty) Ltd, Paarl

Accomplished in setting up and customizing Microsoft products, notably Business Central, and developing bespoke systems across various languages and databases. Proficient in automation, Azure implementation, and management, driving successful implementations for enhanced business efficiency. Experienced across all phases of the Software Development Life Cycle (SDLC), with strong skills in documentation and diagramming.


  • Please view my CV for more detail on responsibilites and experience...
December 2014 - November 2020

Chief Executive Officer

TauMilio Transport Services, Nationwide

Accomplished Chief Executive Officer with a robust background in business analysis, fleet management, and strategic business and contracts management. Proven track record in implementing rigorous safety standards and achieving ISO 9001 certification for warehouse operations. Skilled in effective staff management, comprehensive risk management, and optimizing warehouse and distribution operations.


  • Please view my CV for more detail on responsibilites and experience...
January 2008 - October 2014

Feed and Farm Manager

Conquela Alstar, Northern and Western Cape

With more then 15 years experience in Agricultural, I have developed a strong foundation in managing stud farms and feedlots. My background equips me with the skills to implement advanced breeding techniques, manage livestock nutrition, and enhance overall farm efficiency and profitability.


  • Please view my CV for more detail on responsibilites and experience...
This is what I do...

Professional Project Portfolio

PLEASE SUPPORT AND DONATE

Supporting Good Causes

Omani Quantium Practitioner

Omani Quantium Wellness

Lorem ipsum dolor sit amet consectetur adipisicing elit. Impedit animi reiciendis repellat, non recusandae ab magni ipsum minima, perspiciatis voluptates repudiandae ex quam nemo blanditiis. Nihil illum ipsam dolorum quis.

''

''

World Wildlife fund

World Wildlife Fund

Lorem ipsum dolor sit amet consectetur adipisicing elit. Impedit animi reiciendis repellat, non recusandae ab magni ipsum minima, perspiciatis voluptates repudiandae ex quam nemo blanditiis. Nihil illum ipsam dolorum quis.