Dan Oprisa
Data AnalystAI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Research Scientist | energy based ai | dynamical data |
PhD in mathematical physics. 16 years building ML that ships. Now doing both at once. What I'm building: AI architectures where physics is the inductive bias — energy-based models, symmetry-aware architectures, geometric deep learning, dynamical systems. Not physics as metaphor. Physics as the actual structure of the model. If you're working on physics-grounded AI — let's talk. The career that got me here: 16 years leading AI and data science teams at fintechs and financial services, online and data platforms — close to production to know what breaks, senior enough to decide what gets built. Areas of strength include: • Physics-grounded AI: EBMs, symmetry-aware architectures, dynamical systems • ML at scale: NLP, time series, recommender systems, anomaly detection • Team leadership: hiring, coaching, and scaling ML organizations • Executive delivery: budgeting, KPI frameworks, stakeholder alignment
École Polytechnique
PhD, Theoretical Physics
January 1, 2005 – January 1, 2006
Ludwig-Maximilians-Universität München
PhD, Theoretical Physics
January 1, 2004 – January 1, 2005
Humboldt-Universität zu Berlin
MSc Thesis, Theoretical physics
January 1, 2002 – January 1, 2003
Technical University of Munich
BSc, Undergraduate Studies, physics
January 1, 2000 – January 1, 2002
NullDeltaQ
Research Scientist, Physics-Informed AI
March 1, 2024 – Present
Null Space
Honest
Head of Data Science
May 1, 2022 – February 1, 2024
Bangkok, Bangkok City, Thailand
Techcombank (TCB)
Head of Advanced Analytics and Innovation
December 1, 2020 – May 1, 2022
Hanoi, Hanoi, Vietnam
SCB – Siam Commercial Bank
EVP of Data Analytics & Machine Learning
December 1, 2019 – November 1, 2020
Bangkok Metropolitan Area
Agoda
Team Manager - Machine Learning
December 1, 2017 – December 1, 2019
Agoda
Senior Data Scientist
September 1, 2014 – November 1, 2017
ACE Group
Manager Data Analytics
October 1, 2013 – August 1, 2014
Thailand
THAI CARDIF LIFE ASSURANCE CO., LTD.
Vice President of Customer Analytics
June 1, 2012 – October 1, 2013
Bangkok, Thailand
Carpass Information Services
Head of Product Research
October 1, 2010 – June 1, 2012
Bangkok, Thailand
Man Investments
Quantitative Analyst
July 1, 2009 – August 1, 2010
Zurich, Switzerland
Man Investments
Financial Engineer
September 1, 2008 – June 1, 2009
Zurich, Switzerland
SAM Sustainable Asset Management
Quantitative Equity Analyst
November 1, 2006 – July 1, 2008
Zurich, Switzerland
Max-PIanck-Institut für Theoretische Physik
Scientific associate
May 1, 2005 – September 1, 2006
Greater Munich Metropolitan Area
Cultural Fit Analysis
The candidate's extensive experience across diverse industries (banking, fintech, insurance, asset management, e-commerce) and international settings (Thailand, Singapore) suggests a high degree of adaptability and cultural awareness. Their history of building teams from scratch and mentoring indicates a collaborative and growth-oriented mindset, aligning well with dynamic, innovation-focused environments. The transition from theoretical physics to applied data science and leadership roles demonstrates intellectual curiosity and a drive for continuous learning.
Soft Skills & Operational Fit
The candidate demonstrates strong leadership, team building, and strategic planning skills through their various Head of Data Science/Analytics roles. Their experience in changing science culture and enforcing agile project management suggests a proactive and adaptable operational fit. The descriptions highlight an ability to manage international stakeholders and drive innovation.