JK.
SOFTWARE ENGINEER · PRAGUE, CZ

Jakub
Kučera

I build practical software, from robotics systems and AI applications to web products. Currently studying Informatics at FIT CTU and working at ententee.

Get in touch ↗GitHub ↗Download CV ↓
+420 732 846 597 · [email protected]
01 / EDUCATION

Master's in Informatics

FIT CTU in Prague

Bachelor's in Informatics Artificial Intelligence

FIT CTU in Prague

02 / EXPERIENCE

Software Engineer

ententee s.r.o.

  • Develop robotics software with Python, C++, ROS 2, and Gazebo, including a robust robot-logging platform and system integration.
  • Build Python APIs and AI applications with FastAPI and Django, including retrieval-augmented systems, and deploy Docker services to virtual machines.
  • Develop React and Python medical software in an Agile team, collaborating with US-based client engineers and product and project managers.
  • Debug TypeScript and React form-saving logic across GraphQL, client caching, and Zustand state.

Winning Team Member

OREA Hotel-Pricing Hackathon

  • Won with the Ententee team by developing room-pricing curves for revenue managers using Python and machine learning.
  • Cleaned booking data, trained LightGBM models, and built time-series models including Temporal Fusion Transformers.
  • Presented the team's approach and business value to OREA judges.
03 / SELECTED PROJECTS

Stock Portfolio Monte Carlo Simulator ↗

Probabilistic portfolio scenarios with Python, NumPy, pandas, FastAPI, and React.

PYTHON · FASTAPI

AI Agents for Farkle ↗

Multi-agent dice game environment and reinforcement-learning agent with Ray and PyTorch.

PYTORCH · RL
04 / SKILLS
Programming & data

Python, pandas, NumPy, SQL, C++

Modeling

LightGBM, PyTorch, time-series modeling, TFTs, Monte Carlo simulation

Engineering

FastAPI, Django, Git, Docker

Languages

Czech (native), English (C2, Cambridge CAE)