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

Our Amazing Clients

Our Amazing Clients

Our Amazing Clients

Our Amazing Clients

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 Systems

  • Reinforcement learning

  • Stochastic Optimal
    Control

  • Autonomous Decision
    Making Systems

  • Reinforcement learning

  • Stochastic Optimal
    Control

01

01

AI Agents

  • Autonomous Decision
    Making Systems

  • Reinforcement learning

  • Stochastic Optimal
    Control

01

AI Agents

  • Autonomous Decision
    Making Systems

  • Reinforcement 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 problems

  • Mixed Integer
    programming

  • Combinatorial
    Optimization

  • Scheduling problems

  • Large scale LP, QP,
    Convex problems

  • Mixed Integer
    programming

  • Combinatorial
    Optimization

  • Scheduling problems

03

03

Optimization

  • Large scale LP, QP,
    Convex problems

  • Mixed Integer
    programming

  • Combinatorial
    Optimization

  • Scheduling problems

03

Optimization

  • Large scale LP, QP,
    Convex problems

  • Mixed Integer
    programming

  • Combinatorial
    Optimization

  • Scheduling 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.