About
Uttam works where business analytics, data science and AI meet, and is currently with Idiro Analytics in Dublin. The focus is on taking machine learning and AI from idea to production: MLOps, retrieval-augmented generation (RAG), agentic AI and the cloud platforms that run them.
Uttam studied for an MSc in Business Analytics at UCD Michael Smurfit Graduate Business School, covering statistics, optimisation, machine learning, decision support systems and technology consulting. Before analytics, Uttam trained and published as an engineer, and co-wrote the book Mix it with the Arts, the research that started MIWA.
Focus areas
Selected projects
Reporter: Agent Skill for automated technical reporting
An AI agent skill that turns code repositories and research into structured PDF reports, with a repeatable workflow from analysis to validation.
Beyond GDP: an Urban Happiness Index and machine learning model
A decision support system testing whether urban environmental quality explains life satisfaction, built on eight public datasets covering 122 countries and a PCA-weighted index.
Marketing Campaign Score Optimiser
An optimisation model and simulation tool that maximises campaign effectiveness within budget and audience limits.
Predictive maintenance for offshore wind farms
A decision support blueprint based on CRISP-DM, co-created with Shubhangi Gupta.
Financial analytics: solar-based boilers in Ireland
A financial model of energy demand, supply and technology efficiency, co-created with Shubhangi Gupta.
Irish Forestry Decision Support System
Data modelling and a Tableau dashboard designed for technical and non-technical users, guided by the TIMO mascot.
Education
MSc Business Analytics
Statistics, business optimisation, algorithms and heuristics, machine learning, decision support systems, data management, AI and technology consulting.
Publications
Mix it with the Arts
Experimental study to analyse parameters improving cabin air quality
Design and development of low-cost mud pot air coolers
Development of a mini inline cutting machine using e-waste
Awards
Top 6 of 36 teams
Best Pitch (Solar Ireland)
Runner-up, Covid-19 Ideathon
Best Research Paper Award
Certifications
- Building with Claude API (Anthropic)
- Developing Machine Learning Models in Production (DataCamp)
- MLOps Concepts (DataCamp)
- Understanding Machine Learning (DataCamp)
- Introduction to Streamlit (Great Learning)
- ESG (Udemy)
- Data Visualisation on Tableau (Udemy)
- IoT Data Analytics (Udemy)
- Data Science (Udemy)
MEET THE CO-FOUNDER
Co-Founder, Strategy Lead
Shubhangi Gupta
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