Alumni Outcomes
We're in the process of securing consent to publish full named case studies for our Forward-Deployed Engineer and Cloud/AI Solutions Architect alumni. Until that's confirmed, here's an honest, qualitative picture of where people have landed.
A meaningful share of professionals who complete our Forward-Deployed Engineer or Cloud/AI Solutions Architect programs go on to move into new cloud/AI engineering roles. We're deliberately not publishing a precise percentage here — we'd rather wait until we can back a number with named, verifiable cases than lead with one we can't.
Freshers & students
Community & project outcomes“Built my first portfolio project through the free guide and used it directly in interviews.”
AI/ML Engineer (early career) — name pending alumni consent
“The community kept me accountable — I finished a track I'd started and dropped twice on my own.”
AI/ML Engineering Guide graduate — name pending alumni consent
Experienced professionals
Placement outcomes“Landed a client-facing engineering role within months of finishing the program.”
Forward-Deployed Engineer — name pending alumni consent
“Moved from a DevOps role into an architecture-focused position using the MLOps curriculum here.”
Cloud/AI Solutions Architect — name pending alumni consent
“The consulting-style problem-solving practice was the difference-maker in my interview loop.”
Forward-Deployed Engineer — name pending alumni consent