MLOps Machine Learning DevOps
You have the data and the model, but you still can't see the return on investment for your AI projects. Research shows that 50 - 90% of AI models are never commercialized because of the "last-mile" deployment problem.
Melio practices Machine Learning Operations (MLOps) by
bridging the gap between data and IT Ops teams.
We help you convert your data to business value by deploying your models into production.
With Melio, you will enjoy:
- Reproducible machine learning with transparent data and model versioning
- Successful and sustained deployment of machine learning in production
- Enforcement of governance policy with strong MLOps strategy
- Reproducible machine learning with transparent data and model versioning
- Successful and sustained deployment of machine learning in production
- Enforcement of governance policy with strong MLOps strategy
We iterate fast by simplifying data and build with stable infrastruture with cloud-native technologies
Cloud First
You pick a cloud provider.
We optimise the solution to provide stable infrastructure at the lowest cost.
Data driven
You provide your data.
We extract the business value using human-in-the-loop machine learning.
You can get tangible business value as fast as 7 days.
Following a phased approach, we help clients Design, Build and Maintain impactful
solutions.
Find out about our proven methodology here
Be part of our success
See how we used our expertise in AI to help organisations identify issues and build the right solution for it.
We have successfully worked with organisations in different industries such as finance,
health care, and
tech.
Meet the Team
Successful machine learning implementation calls for a diverse
skillset in MLOps.
Our team has data science, engineering and infrastructure
capability to support your needs.
Merelda
Co-founder | MLOps
Evangelist
MSc (Eng, Elec), BSc (Eng, Elec)
Merelda specialises in identifying business questions
and translating them into
mathematically solvable equations. She is responsible for prototyping and
implementing data science
/ machine learning solutions.
Her love for well-anotated databases is rivaled by her hate of excel
spreadsheets.
Harry
Co-founder | DevOps
Evangelist
MSc (Eng, Elec), BSc (Eng, Elec), BSc (Eng, Biomed)
Harry is a DevSecOps evangelist and CNCF Ambassador, and is lovingly known
for permeating the devops culture across the organisation. He is the cloud
architect and responsible
for deploying solutions using state-of-the-art technology.
He cannot stand any inefficiencies and will happily automate all your
workflows.
Greg
Head of Data Science and AI
BCom (Inf.), Computer Auditing
Greg is an experienced and highly versatile professional.
He enjoys creating value for businesses by implementing robust, yet simple
solutions driven by technology, data and AI/ML.
Greg is responsible for growing our AI & ML capability, people and solutions
at Melio.
"Have you tried turning it off and on?"
Lepolesa
Senior DevOps Engineer
BSc (Eng, Elec + Comp)
Lepolesa specialises the design, implementation and fast delivery of robust,
secure and autonomous systems
that enable business to better serve the customers at an optimised cost.
He believes that anything can be automated using software.
Brad
Senior Software Engineer
MSc (Eng, Elec), BSc (Eng, Elec), BSc (Eng, Biomed)
Bradley is a full-stack software engineer who focusses on timeous delivery of robust, well-tested systems. As a proponent of Test-Driven Development, his focus is on future-proofing reliable software solutions.
The two most common mistakes software developers make are off-by-one errors.
Phil
Senior DevOps Engineer
Philip loves diving headfirst into complex domains and new technologies - to emerge on the other side with shareable, deep understandings and new solution approaches.
He is keen to apply his extensive experience with technical and business analysis, development, testing, design and solution architecture to data engineering and machine learning challenges.
He takes ChatGPT's suggestions with a grain of salt.
"I like chasing that ‘I know kung fu!’-feeling Neo had in the Matrix."
Matthew
Senior Software Engineer
MSc (Physics, Astrophysics), BSc Hons (Physics), BSc (Physics, CS)
Matthew is a software engineer who enjoys delivering well-tested, stable and scalable solutions for complex problems with a focus on data and data quality.
Enabling a strong data layer unlocks business value and allows AI/ML solutions to flourish.
He believes that the greatest mistake one can make is theorising without having data.
LJ
Senior DevOps Engineer
MSc (CS), BSc Hons (CS), BSc (CS and Inf.)
LJ has experience across the data landscape and has delivered several high impact projects. He has experience with data engineering, cloud, and devops.
He is passionate about building reliable software and has driven the clean code movement in the data team.
“Though a program be but three lines long, someday it will have to be maintained.” — Geoffrey James, The Tao of Programming
Ruan
Data Scientist
MSc e-Science (Data Science), BSc (Eng, Mech)
Ruan enjoys solving complex, open-ended problems using machine learning and
AI in a variety of domains including finance, engineering, and computer
vision.
He is responsible for using these technologies to improve efficiency and
deliver business value.
He is probably busy training models right now.
Verosha
Data Scientist
MSc (CS), BSc(CS)
Verosha is a former Business Analyst turned Data Scientist.
She is keen on employing her business and technical skills to develop innovative data strategies
and analytic solutions for businesses by leveraging the newest tools, trends, and technologies.
The goal is to turn data into information, and information into insight.
Ziyaad
Software Engineer
BSc (CS)
Ziyaad is a Junior Software engineer very eager to learn new technologies
and understand how
they can bring value to core business needs. He is skilled in Full Stack
Development (Front-end /
Back-end) and enjoys using different tools and languages to solve problems
"Let's see if that works..."
Daniel
Software Engineer
BCom (Inf.), BCom Hons (Management)
Daniel helps businesses claim their stake in the digital
space by developing websites and software
that achieve business goals.
He believes it’s important to not only create solutions, but to help clients
understand what their technology stacks are for and how it brings about
business value.
Divyan
Software Engineer
MSc (CS), BSc(CS)
Divyan enjoys understanding how real-world problems can be solved using ML and AI and how they can also be used to provide business value.
His current focus is to deliver robust and maintainable solutions in the cloud and infrastructure space.
He believes the quickest way to learn is to be willing to make mistakes and ‘fail-fast’.
Ally
Software Engineer
BSc (Eng, Mechatronics)
Ally is a detail-oriented Full Stack Developer passionate about automation and efficiency.
With years of FinTech consulting and Cloud integration experience, she excels in delivering robust solutions. Currently pursuing a Masters degree in Robotics, she stays at the forefront of technology.
"There's always a way."
Tshepang
Marketing and Operations Associate
BAppSocSci
Tshepang is a marketing fanatic who is now venturing into the world of business operations.
With a genuine passion for marketing and an eagerness to explore business operations, Tshepang is keen on having holistic approach in driving business success.
Her deep interest in marketing, combined with her curiosity in business operations fuels her drive to make valuable contributions across Melio.
Contact Us
We conduct ideation workshops to
help you brainstorm your most important business questions.
Drop us a mail, we'll get back to
you within one business day.
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