Backend Engineer · Aspiring Software Architect
Building production Node.js / Nest.js services and AI-integrated SaaS platforms.
📍 Dublin, Ireland · 🇮🇪 Stamp 1G · Open to Critical Skills Permit roles
Customer Churn Prediction — Multi-Tenant ML SaaS (MSc Capstone @ DCU, 2025–2026)
A B2B SaaS that lets companies upload datasets directly or connect their production database, returning per-customer churn predictions and personalised retention recommendations powered by ML + an LLM explanation layer.
Stack: React · Node.js · Python · Scikit-learn · OpenAI API · PostgreSQL
🎓 Graduating from Dublin City University, MSc in Computing (Data Analytics & Artificial Intelligence) on 2026.
Mantra Labs · Software Engineer (Backend) — Aug 2022 – Jul 2024 Backend / full-stack across one client engagement and two internal SaaS tools — Miles Education ed-tech (50+ APIs, 50% latency reduction), an AI marketing tool combining Bing AI + ChatGPT, and Mantra Ace, a resource-management SaaS used by 300+ employees company-wide. 🏆 Star of the Month (×2, May & Nov 2023)
FunctionUp · Backend Developer & Technical Mentor — Jul 2021 – Aug 2022 MERN-stack platform features (Redis caching, AWS S3 + Lambda) plus mentoring 100+ students per cohort. Promoted to Technical Mentor in April 2022. 🏆 Ranked #1 in CodeZinger Thorium Batch 2022
- AWS Certified Solutions Architect — Associate (target Aug 2026)
- Backend / Cloud / Platform Engineering roles in Dublin
- Long-term path to Software Architecture
- 📧 ccankitt@gmail.com
- 💼 linkedin.com/in/ccankit
- 🌐 Portfolio: ccankit.github.io
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