Calyx Global partners with universities, research institutions on artificial intelligence and machine learning for curriculum, mentorship, applied research, and with industries on service automation as well as builds the engineering systems our partners run on.
Each line is staffed and run independently, but every one of them sits on the same AI/ML research foundation.
We design and maintain AI/ML and Data Science curricula with international university partners, translating current research and industry practice into courses that hold up in a classroom.
Engagements run from single-course design to full program development, refreshed as the field moves.
We work inside AI and ML research projects as collaborators — experiment design, methodology, analysis, and writing — contributing toward publications and institutional research output.
This is our core practice. Every other service line is staffed by people who do this work directly.
We mentor undergraduate, postgraduate and PhD scholars through coursework, capstone projects, theses and publication — building research skills that outlast any single program.
Mentors are practitioners and researchers in AI/ML, not generalist tutors.
We build the systems our partners run on: automation, APIs, Android applications and Power BI reporting — engineered by the same team applying ML research elsewhere in the company.
Work ships into production and stays maintained, not handed off.
We're built around one standard: anything we design or contribute to has to hold up against current research and current practice — not just the syllabus from three years ago.
Curriculum and research contributions are built by people actively working in AI/ML, so course content tracks where the field actually is.
Most partner engagements continue term over term — curricula get revisited as the field moves, not delivered once and left static.
The people designing your curriculum, mentoring your scholars, and contributing to your research sit on the same team — context doesn't get lost between vendors.
Our engineering team doesn't just advise — we design, build, and maintain production software for real clients. The Telegram automation and Android apps live in the hands of actual users today.
We build Telegram bots and API pipelines that eliminate repetitive internal workflows — scoped, built, and kept running by us. Not a hand-off; an ongoing engagement.
Our Android work goes to the Play Store — including apps that have already been acquired by external buyers. We build for production, not prototypes.
We build Power BI dashboards and reporting layers that turn your operational data into something decision-makers can actually use — connected to your live systems.
These aren't demos or case studies — they're active products built for real business clients, maintained and operated by our team today.
Built and operating for an active business client — Telegram bots and backend APIs that replaced manual internal workflows entirely. Designed, built, and maintained by Calyx.
Android apps built for company clients that reached real users on the Play Store — including one acquired by an external buyer. Power BI reporting now being rolled out for additional partners.
Tell us about your program, department or research initiative — we'll set up a call to scope the engagement.
hr@calyxglobal.org →Tell us what you're trying to automate or build — we'll scope it, build it, and keep it running for you.
hr@calyxglobal.org →We're growing across all four service lines at the same time. Tell us what you're good at — we'll tell you where it fits.
hr@calyxglobal.org →