Hi, I'm Lukas 👋

I am a Senior ML/AI Engineer @ Unic I currently live in Zurich, Switzerland 🇨🇭 I love solving real-world challenges using data-driven approaches

Lukas Malik

🚴 Side Hustles

flatpilot.de

flatpilot.de

Apply to the best apartments with one click

Real Estate
Automation

📝 CV

🧑‍💻 Work Experience

Unic AG logo

Senior AI Research Consultant

Unic AG

Oct 2023 - Present

Python
Azure
LLMs
RAG
Vector Search
Docker

Responsible for developing and deploying AI models mainly proof of concepts as part of the Innovation Lab.

RealSight AI logo

CTO & Co-Founder

RealSight AI

Oct 2022 - Jun 2023

Python
AWS
Docker
Figma
Product Development
NLP

RealSight supports decision-makers in the real estate sector to operate their global portfolio more efficiently. We participated in EntrepreneurFirst, CT Impact Hub, and the AWS AIm High program for AI startups.

Entrepreneur First

Founder in Residence

Entrepreneur First

Oct 2022 - Jan 2023

Pitching
Product Development
Customer Development
Prototyping

Participated in the Entrepreneur First program, developing entrepreneurial skills and working on startup ideas.

Xayn AG logo

AI Engineer

Xayn AG

Oct 2021 - Sep 2022

Python
Pytorch
Semantic Search
R&D
Model Distillation
MLOps
Transformers

Responsible for developing multilingual transformer models used in Xayn's News Discovery Engine. Applied knowledge distillation to compress models for on-device execution on smartphones, ensuring privacy for over 11k users.

Complexity Science Hub

Visiting Researcher

Complexity Science Hub, Computational Social Science Unit

Apr 2019 - Jun 2019 & Mar 2021 - Aug 2021

Python
Research
Visualization
NLP
Machine Learning

Analyzed the semantic breadth of tweets from individuals with bipolar disorder using cosine similarity of document vectors. Trained models (BERT, RoBERTa, etc.) for emotion classification on a social media dataset with over 7 million entries for my master's thesis.

Capgemini

Student Consultant, Insights & Data

Capgemini

Apr 2018 - Dec 2018

Python
Time Series Forecasting
Visualization
Data Preprocessing

Responsible for preprocessing and analyzing time series data. Conducted a feasibility study on imputing missing values for large datasets (>700 GB) for a government institution.

👨‍🎓 Education

EIT Digital Master School

MSc Data Science

EIT Digital Master School

2019 - 2021

Data Science
Artificial Intelligence

2-year Double Degree Program. First year: Data Science in Engineering at Technische Universität Eindhoven. Second year: Artificial Intelligence at Université Paris-Saclay. Class representative. Top 5% of the year.

University of Vienna

MSc Psychology

University of Vienna

2016 - 2019

Mind & Brain

Specialization in Cognitive Psychology, Neuropsychology and Metascience.

Vienna University of Economics and Business

BSc Business Informatics

Vienna University of Economics and Business

2015 - 2019

Data Science
Business Processes

Focus on Data Science & Business Processes. Graduated in the top 10% of the class.

University of Vienna

BSc Psychology

University of Vienna

2012 - 2016

Cognitive Psychology
Social Psychology

Specialization in Cognitive Psychology & Social Psychology.

Get in Touch

Want to chat? Just shoot me a dm with a direct question on Linkedin and I'll respond whenever I can.