Computer Vision · Machine Learning · Robotics

Killian Hinard

Computer Vision & AI Engineer

I build computer-vision and AI systems that turn deep-learning research into real-world solutions.

Robotics MSc with a Data Science minor at EPFL. Driven by a passion for innovative technologies, my goal is to develop solutions that not only advance the field but also tackle real-world challenges, improve quality of life, and deliver a positive impact on the world. Outside of my technical pursuits, I enjoy exploring nature and traveling, which broaden my perspectives and inspire my professional endeavors.

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MSc
Robotics · Data Science @ EPFL
5.52
Master's GPA / 6
15
Projects archived
2
Internship CV research

What I do

Skills

The areas I work across, and the tools I reach for in each.

Machine Learning & Computer Vision

  • Designing and implementing computer-vision models with OpenCV, PyTorch and core Python libraries for real-time image and video analysis.
  • Applying CNNs and Transformers for action recognition, object detection, and autonomous-driving applications.
  • Integrating vision systems into applications to enhance interaction and automation.
  • Using transfer learning and feature extraction to adapt pre-trained models to domain-specific tasks.

Data Science & Analysis

  • Proficient in Python and SQL for data manipulation, analysis, and visualization.
  • Skilled in statistical analysis, hypothesis testing, and experimental design.
  • Experienced in preprocessing, cleaning, and feature engineering.
  • Comfortable with big-data tools such as Hadoop, Spark, and Hive for large-scale datasets.

Robotics & Control Systems

  • Designing and programming robotic systems in Python, C++, and C for complex tasks.
  • Implementing control algorithms — PID, LQR, MPC — for precise navigation and manipulation.
  • Integrating machine learning with robotic systems for adaptive, intelligent behavior.
  • Applying genetic algorithms, genetic programming, and neuroevolution to robot learning.