



Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
Through stark contrasts and layered textures, each piece invites introspection, challenging us to look beyond appearances and question what lies beneath.
ach piece uses layered contrasts to embody the complexity of identity, questioning what remains concealed versus what we show.
Unveiled peels back the hidden layers of identity. It shows the tension between our true selves and the facades we present to the world.
Unveiled peels back the hidden layers of identity. It shows the tension between our true selves and the facades we present to the world.
//Optimize &
Automate Expert
Decision-Making
//Optimize &
Automate Expert
Decision-Making
//Optimize &
Automate Expert
Decision-Making
//Optimize &
Automate Expert
Decision-Making
with LLMs, Reinforcement
Learning, Probabilistic ML
with LLMs, Reinforcement
Learning, Probabilistic ML
with LLMs, Reinforcement
Learning, Probabilistic ML
with LLMs, Reinforcement
Learning, Probabilistic ML
AI & Data Science Lab
AI & Data Science Lab
AI & Data Science Lab
AI & Data Science Lab
models to solve hardest business problems.
models to solve hardest business problems.
models to solve hardest business problems.
models to solve hardest business problems.
Bespoke
(AI)
Solutions
Bespoke
(AI)
Solutions
Bespoke
(AI)
Solutions
Bespoke
(AI)
Solutions
Testimonials

Alexander Keller
CEO at Elevator Intelligence GmbH
The LOLML team's review was eye-opening. They identified critical gaps in our ML testing methodology and suggested practical improvements we hadn't considered. Their recommendations helped us avoid potential performance issues before they became problems.

Maxence Jeunesse
AI Scientific director at Covéa
Julian is [..] an excellent engineer with deep expertise in both software development and machine learning! Julian’s ability to formalize business problems and quickly unearth the key aspects, makes him an invaluable asset [..]

Abdelali Zahi
Head of AI EMEA for FSI &Telco @Oracle | CTO
Julian is [..] a highly-motivated team player with sharp engineering acumen and a broad skill set acquired through his long tenure in the industry.

Michael Bucko
Technology entrepreneur. Fractional CTO. Ex-Director of Engineering.
[Georges] profound grasp of mathematics, coupled with an immense curiosity and a willingness to engage in coding, experimenting, and learning, positions him to achieve remarkable feats in machine learning [..]

Robert Matz
Professor of English, George Mason University
George taught mathematics at George Mason University’s international in Songdo, Republic of Korea [..] a pleasure to work with [..] He was reliable, enthusiastic, and generous with his time.
Testimonials

Alexander Keller
CEO at Elevator Intelligence GmbH
The LOLML team's review was eye-opening. They identified critical gaps in our ML testing methodology and suggested practical improvements we hadn't considered. Their recommendations helped us avoid potential performance issues before they became problems.

Maxence Jeunesse
AI Scientific director at Covéa
Julian is [..] an excellent engineer with deep expertise in both software development and machine learning! Julian’s ability to formalize business problems and quickly unearth the key aspects, makes him an invaluable asset [..]

Abdelali Zahi
Head of AI EMEA for FSI &Telco @Oracle | CTO
Julian is [..] a highly-motivated team player with sharp engineering acumen and a broad skill set acquired through his long tenure in the industry.

Michael Bucko
Technology entrepreneur. Fractional CTO. Ex-Director of Engineering.
[Georges] profound grasp of mathematics, coupled with an immense curiosity and a willingness to engage in coding, experimenting, and learning, positions him to achieve remarkable feats in machine learning [..]

Robert Matz
Professor of English, George Mason University
George taught mathematics at George Mason University’s international in Songdo, Republic of Korea [..] a pleasure to work with [..] He was reliable, enthusiastic, and generous with his time.
Testimonials

Alexander Keller
CEO at Elevator Intelligence GmbH
The LOLML team's review was eye-opening. They identified critical gaps in our ML testing methodology and suggested practical improvements we hadn't considered. Their recommendations helped us avoid potential performance issues before they became problems.

Maxence Jeunesse
AI Scientific director at Covéa
Julian is [..] an excellent engineer with deep expertise in both software development and machine learning! Julian’s ability to formalize business problems and quickly unearth the key aspects, makes him an invaluable asset [..]

Abdelali Zahi
Head of AI EMEA for FSI &Telco @Oracle | CTO
Julian is [..] a highly-motivated team player with sharp engineering acumen and a broad skill set acquired through his long tenure in the industry.

Michael Bucko
Technology entrepreneur. Fractional CTO. Ex-Director of Engineering.
[Georges] profound grasp of mathematics, coupled with an immense curiosity and a willingness to engage in coding, experimenting, and learning, positions him to achieve remarkable feats in machine learning [..]

Robert Matz
Professor of English, George Mason University
George taught mathematics at George Mason University’s international in Songdo, Republic of Korea [..] a pleasure to work with [..] He was reliable, enthusiastic, and generous with his time.
Testimonials

Alexander Keller
CEO at Elevator Intelligence GmbH
The LOLML team's review was eye-opening. They identified critical gaps in our ML testing methodology and suggested practical improvements we hadn't considered. Their recommendations helped us avoid potential performance issues before they became problems.

Maxence Jeunesse
AI Scientific director at Covéa
Julian is [..] an excellent engineer with deep expertise in both software development and machine learning! Julian’s ability to formalize business problems and quickly unearth the key aspects, makes him an invaluable asset [..]

Abdelali Zahi
Head of AI EMEA for FSI &Telco @Oracle | CTO
Julian is [..] a highly-motivated team player with sharp engineering acumen and a broad skill set acquired through his long tenure in the industry.

Michael Bucko
Technology entrepreneur. Fractional CTO. Ex-Director of Engineering.
[Georges] profound grasp of mathematics, coupled with an immense curiosity and a willingness to engage in coding, experimenting, and learning, positions him to achieve remarkable feats in machine learning [..]

Robert Matz
Professor of English, George Mason University
George taught mathematics at George Mason University’s international in Songdo, Republic of Korea [..] a pleasure to work with [..] He was reliable, enthusiastic, and generous with his time.
Tech
Tech
Tech
Tech
AI Agents
AI Agents
Autonomous Decision
Making SystemsReinforcement learning
Stochastic Optimal
Control
Autonomous Decision
Making SystemsReinforcement learning
Stochastic Optimal
Control
01
01
AI Agents
Autonomous Decision
Making SystemsReinforcement learning
Stochastic Optimal
Control
01
AI Agents
Autonomous Decision
Making SystemsReinforcement learning
Stochastic Optimal
Control
01
GenAI
GenAI
Reasoning Models
Fine-tuning
Multimodal models
LLM InterpretabilitY &
explainability
Reasoning Models
Fine-tuning
Multimodal models
LLM InterpretabilitY &
explainability
02
02
GenAI
Reasoning Models
Fine-tuning
Multimodal models
LLM InterpretabilitY &
explainability
02
GenAI
Reasoning Models
Fine-tuning
Multimodal models
LLM InterpretabilitY &
explainability
02
Optimization
Optimization
Large scale LP, QP,
Convex problemsMixed Integer
programmingCombinatorial
OptimizationScheduling problems
Large scale LP, QP,
Convex problemsMixed Integer
programmingCombinatorial
OptimizationScheduling problems
03
03
Optimization
Large scale LP, QP,
Convex problemsMixed Integer
programmingCombinatorial
OptimizationScheduling problems
03
Optimization
Large scale LP, QP,
Convex problemsMixed Integer
programmingCombinatorial
OptimizationScheduling problems
03
Time-Series modeling
Time-Series modeling
Autoregressive models
SDEs
SPDEs
RNNs
LSTMs
Autoregressive models
SDEs
SPDEs
RNNs
LSTMs
04
04
Time-Series modeling
Autoregressive models
SDEs
SPDEs
RNNs
LSTMs
04
Time-Series modeling
Autoregressive models
SDEs
SPDEs
RNNs
LSTMs
04
Probabilistic
Prediction / Risk
modeling
Probabilistic
Prediction / Risk
modeling
SimulatioN
Models
SimulatioN
Models
Graph and
Network
modeling
Graph and
Network
modeling
Probabilistic
Prediction / Risk
modeling
SimulatioN
Models
Graph and
Network
modeling
Probabilistic
Prediction / Risk
modeling
SimulatioN
Models
Graph and
Network
modeling
Use-Cases
Use-Cases
Use-Cases
Use-Cases

Operationalization of expertise and domain knowledge

Operationalization of expertise and domain knowledge

Operationalization of expertise and domain knowledge

Operationalization of expertise and domain knowledge

Industrial Process Control

Industrial Process Control

Industrial Process Control

Industrial Process Control

EDI converter migration automation

EDI converter migration automation

EDI converter migration automation

EDI converter migration automation

LLM explainability & interpretability

LLM explainability & interpretability

LLM explainability & interpretability

LLM explainability & interpretability

Financial market simulation

Financial market simulation

Financial market simulation

Financial market simulation

Portfolio Optimization

Portfolio Optimization

Portfolio Optimization

Portfolio Optimization

probabilistic predictions / risk modeling

probabilistic predictions / risk modeling

probabilistic predictions / risk modeling

probabilistic predictions / risk modeling

demand forecasting

demand forecasting

demand forecasting

demand forecasting
Team
Team
Team
Team
Experienced Team of AI Engineers, Mathematicians, and Business Strategists.
Experienced Team of AI Engineers, Mathematicians, and Business Strategists.
Experienced Team of AI Engineers, Mathematicians, and Business Strategists.

Julian Wergieluk, CEO
Julian Wergieluk, CEO
CEO & ML Engineer
CEO & ML Engineer
An experienced machine learning engineer and mathematician with a track record of delivering production-ready solutions in high-pressure environments.
An experienced machine learning engineer and mathematician with a track record of delivering production-ready solutions in high-pressure environments.
Expertise includes:
AI Agents
Probabilistic Modeling
AutoML
Time-Series Analysis
Portfolio Optimization
Stochastic Risk Modeling
Expertise includes:
AI Agents
Probabilistic Modeling
AutoML
Time-Series Analysis
Portfolio Optimization
Stochastic Risk Modeling

Julian Wergieluk, CEO
CEO & ML Engineer
An experienced machine learning engineer and mathematician with a track record of delivering production-ready solutions in high-pressure environments.
Expertise includes:
AI Agents
Probabilistic Modeling
AutoML
Time-Series Analysis
Portfolio Optimization
Stochastic Risk Modeling

Julian Wergieluk, CEO
CEO & ML Engineer
An experienced machine learning engineer and mathematician with a track record of delivering production-ready solutions in high-pressure environments.
Expertise includes:
AI Agents
Probabilistic Modeling
AutoML
Time-Series Analysis
Portfolio Optimization
Stochastic Risk Modeling

George Whelan, pHD
George Whelan, pHD
ML Engineer
ML Engineer
Bridging academic depth with practical innovation, George applies rigorous mathematical principles to develop cutting-edge machine learning solutions.
Bridging academic depth with practical innovation, George applies rigorous mathematical principles to develop cutting-edge machine learning solutions.
Expertise includes:
Mathematics PhD
Advanced Mathematical Modeling
RAG Systems
AI Agents
Expertise includes:
Mathematics PhD
Advanced Mathematical Modeling
RAG Systems
AI Agents

George Whelan, pHD
ML Engineer
Bridging academic depth with practical innovation, George applies rigorous mathematical principles to develop cutting-edge machine learning solutions.
Expertise includes:
Mathematics PhD
Advanced Mathematical Modeling
RAG Systems
AI Agents

George Whelan, pHD
ML Engineer
Bridging academic depth with practical innovation, George applies rigorous mathematical principles to develop cutting-edge machine learning solutions.
Expertise includes:
Mathematics PhD
Advanced Mathematical Modeling
RAG Systems
AI Agents

Vincent Tan, CAIA
Vincent Tan, CAIA
CPO & ML Engineer
CPO & ML Engineer
With background in strategy consulting and venture building, Vincent blends ML with a holistic perspective to solving complex business challenges
With background in strategy consulting and venture building, Vincent blends ML with a holistic perspective to solving complex business challenges
Expertise includes:
Product and Venture
Strategy Classical ML models
LLMs
Multi-model ML
Expertise includes:
Product and Venture
Strategy Classical ML models
LLMs
Multi-model ML

Vincent Tan, CAIA
CPO & ML Engineer
With background in strategy consulting and venture building, Vincent blends ML with a holistic perspective to solving complex business challenges
Expertise includes:
Product and Venture
Strategy Classical ML models
LLMs
Multi-model ML

Vincent Tan, CAIA
CPO & ML Engineer
With background in strategy consulting and venture building, Vincent blends ML with a holistic perspective to solving complex business challenges
Expertise includes:
Product and Venture
Strategy Classical ML models
LLMs
Multi-model ML
Why Choose LOLML?
Why Choose LOLML?
Why Choose LOLML?
Why Choose LOLML?
Boutique Expertise
Boutique Expertise
Boutique Expertise
Boutique Expertise
Small team, massive impact
Small team, massive impact
Small team, massive impact
Small team, massive impact



Mathematical Foundation
Mathematical Foundation
Mathematical Foundation
Mathematical Foundation
Deep theoretical understanding
Deep theoretical understanding
Deep theoretical understanding
Deep theoretical understanding



Practical Innovation
Practical Innovation
Practical Innovation
Practical Innovation
Production-ready solutions that work in the real world
Production-ready solutions that work in the real world
Production-ready solutions that work in the real world
Production-ready solutions that work in the real world

Diverse Domain Experience
Diverse Domain Experience
Diverse Domain Experience
Diverse Domain Experience
From financial modeling, AI expertise to business and product knowledge.
From financial modeling, AI expertise to business and product knowledge.
From financial modeling, AI expertise to business and product knowledge.
From financial modeling, AI expertise to business and product knowledge.



LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML models to solve hardest business problems.
LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML models to solve hardest business problems.
LOLML is an AI & Data Science Lab. We design and develop bespoke AI/ML models to solve hardest business problems.
Copyright © LOLML GmbH, 2025
Copyright © LOLML GmbH, 2025
Copyright © LOLML GmbH, 2025
Copyright © LOLML GmbH, 2025



































