Profile
I build private‑cloud LLM applications on Azure that cut drafting cycles and costs by ~80% for Swiss Innovation teams.
Proven at HSLU-IKM, JTI, Pilatus, and Raytheon. I design agentic workflows, robust RAG and MLOps so stakeholders can operate and improve systems independently.
Work authorization: Swiss B residence permit
- family reunification
- unrestricted work authorization
- no sponsorship
Technical Stack
Generative AI & Data Science
Azure AI Foundry, Agentic Frameworks, RAG, Prompt Engineering, Machine Learning, NLP, Fine‑Tuning & QuantizationProgramming & Development
Python, R, SQL, Bash, Git, Docker, CI/CD, Azure Cloud, FastAPI, Web Apps, Big Data (WarpScript)Engineering & Management
Process Optimization, Quality Engineering (SPC, DMAIC), Project Management, Stakeholder Management, Team LeadershipLanguages & Tools
English (C1, IELTS 8), German (A1.1), CAD, Markdown/HTML, LinuxExperience
AI Development Consultant — HSLU
• Built secure, private‑cloud LLM apps on Azure AI Foundry, cutting draft time and costs by ~80%.
• Designed multi‑agent workflows and custom GPTs for Innosuisse funding proposals.
• Trained stakeholders to operate and optimize AI systems independently.
Lead Consultant/Owner — TrueVine Insights
• Deliver custom AI agents/applications leveraging advanced NLP and Generative AI.
• Accelerate AI adoption through training and ETL process optimization.
• Develop and deploy trading strategies for financial instruments using PineScript.
Data Scientist Intern — Pilatus Aircraft
• Developed big‑data algorithms using WarpScript and Python for aircraft system monitoring.
• Employed CI/CD workflows and documented analytical findings for engineering teams and stakeholders.
Project Quality Engineer — Mann Machines
• Led a quality engineering team of four, optimizing manufacturing processes using SPC and DMAIC.
• Authored PPAP packages ensuring compliance with AS9100 and FAI standards.
Senior Quality Engineer — Collins Aerospace
• Conducted root‑cause analyses using SAP QM, reducing production defects by 10%.
• Built data‑visualization dashboards improving first‑pass yield with data‑driven insights.
Highlight Projects
Personality‑Aware AI Assistant
Master’s thesis building an AI assistant that infers Big Five traits to personalize support for older adults.
Private‑Cloud LLM Applications
Secure Azure AI Foundry apps with multi‑agent workflows and robust RAG, achieving ~80% cost/time reductions.
Aircraft Data Analytics Platform
Big‑data algorithms for aircraft system monitoring using WarpScript and Python with CI/CD workflows.
Trading Strategy Development
Automated trading strategies for stocks and other instruments on TradingView using PineScript.
Education
MSc Applied Information & Data Science
HSLU Lucerne — Sept 2022 – May 2025
MEng Advanced Materials Design
University of Ottawa — Sept 2014 – Oct 2016
BEng Mechanical Engineering
RTM Nagpur University — Sept 2009 – Sept 2013
Microsoft Certifications
Security, Compliance & Identity Fundamentals • Azure AI Engineer Associate (In‑progress)
Volunteering & Interests
Pro Bono AI/IT Consulting
Delivering cost‑efficient open‑source LLM applications for NGOs, small businesses and non‑profits to integrate analytics and automation.
Fitness & Sports
Bodyweight training, cooking, javelin throw and cricket.
Contact
📍 Amriswil, Switzerland
✉︎ SamuelDevdas01@gmail.com
LinkedIn | GitHub