P
Mr. Pawel Godula
Lead AI Engineer, Kaggle Competitions Grandmaster
Profile
About you
Summary
Lead AI Engineer, Kaggle Competitions Grandmaster
Total work experience
15+ yrs
I can work legally in
European Union
Availability
6 months
Current work sector
Technology(Engineering)
Languages
English (US)(Fluent)
Warsaw, Mazowieckie, Poland
Education
Postgraduate Degree - MBA of MBA, INSEAD
Postgraduate Degree - Masters of Quantitative Methods, Warsaw School of Economics
Warsaw, Mazowieckie, Poland
Work experience
Lead Software Engineer, Bounti.ai
2024 - Present
Senior Director, Head of Data Science, Digital Turbine
2019 - 2023
Director of Customer Analytics, Deepsense.AI
2018 - 2019
Chief Data Scientist, Netsprint
2017 - 2018
Data Scientist I -> II -> Project Leader, Boston Consulting Group (GAMMA)
2011 - 2017
Consultant, Ernst & Young
2009 - 2011
Workplace preferences
Ideal workplace
Co-workers
Office meetings
Flexible working hours
Speed of change
Work from home policy
Ideal job
Desired job title
not added
Position type
not added
Travel
not added
Relocation
not added
Kaggle profile
Followers
290
Skills
Personal data
For how many years have you been writing code and/or programming?
14 years
For how many years have you used machine learning methods?
14 years
Have you ever published any academic research (papers, preprints, conference proceedings, etc)?
No
Select the title most similar to your current role (or most recent title if retired)
Research Scientist
Select any activities that make up an important part of your role at work: (Select all that apply)
- Build prototypes to explore applying machine learning to new areas
- Build and/or run a machine learning service that operationally improves my product or workflows
- Experimentation and iteration to improve existing ML models
Approximately how much money have you spent on machine learning and/or cloud computing services at home or at work in the past 5 years (approximate $USD)?
$100,000 or more ($USD)
Approximately how many times have you used a TPU (tensor processing unit)?
More than 25 times
What is the size of the company where you are employed?
0-49 employees
Approximately how many individuals are responsible for data science workloads at your place of business?
5-9
Technical skills
Generative AI
Prompt Engineering
Embeddings and Vector Stores/Databases
Generative AI Agents
MLOps for Generative AI
Programming languages
Python
R
SQL
Rust
ML algorithms
Linear or Logistic Regression
Decision Trees or Random Forests
Gradient Boosting Machines (xgboost, lightgbm, etc)
Dense Neural Networks (MLPs, etc)
Convolutional Neural Networks
ML frameworks
Scikit-learn
TensorFlow
Keras
PyTorch
Xgboost
LightGBM
CatBoost
Huggingface
Computer Vision Methods
Image segmentation methods (U-Net, Mask R-CNN, etc)
Image classification and other general purpose networks
(VGG, Inception, ResNet, ResNeXt, NASNet, EfficientNet, etc)
(VGG, Inception, ResNet, ResNeXt, NASNet, EfficientNet, etc)
Natural Language Processing (NLP) Methods
Transformer language models (GPT-3, BERT, XLnet, etc) - General
Transformer language models - fine-tuning
Production-Grade ML
ML System Architecture design (Training, Inference, microservices orchestration)
Deploying new models to production
AB testing
On-policy vs Off-policy model training
Monitoring
Model testing
Handling of incidents in production
Investigation of production incidents and Root Cause Analysis
ML OPS best practices
Feature store architecture
Latency optimization
Distributed training
Distributed inference
Feedback discussions with end users of the ML systems
Industry experience
Finance and Banking
Credit scoring
Churn prediction
Technology and Information Services
Cloud computing
Healthcare and Biotechnology
Diagnostic imaging
Retail and E-commerce
Personalized shopping experiences
Inventory management
Demand forecasting
Attribution analysis and modelling
Automated customer service
Recommendation systems
AdTech
CTR / Install Rate prediction
Engagement / LTV Prediction
ROAS prediction & optimization
Bidding strategy optimization
Ad Exchange Optimization
Creative optimization
Real Estate
Property valuation