CV#
Download PDF:
cv.pdf
CV - Applied Mathematics#
Konsta Kiirikki konsta.kiirikki@gmail.com | 0401439410 | https://www.linkedin.com/in/konsta-kiirikki
Education#
Bachelor of Science in Applied Mathematics Aalto University 2024-
Focus areas: - Time-series analysis - Stochastic processes - Machine learning
Minor: - Data Science
Relevant coursework: - Probabilistic machine learning - Dynamic optimization
Experience#
IoT Developer Trainee University of Oulu June 2019
Designed and built an ESP32 sensor network
Implemented data sharing to end users via a web-based interface
Worked with ESP32 WiFi and Bluetooth capabilities
Junior Software Developer Ai4value May 2025 - Present
Developed and deployed algorithm modules in Python
Worked on R&D projects and proofs of concept
Topics included local LLMs, Bayesian neural networks, and AI agents
Tools and technologies: - Python - Docker - CI/CD - Cloud deployment (Azure, Verda)
Projects#
AaltoAI: Predicting Electricity Spot Prices
Trained an LSTM model using weather and consumption data
Performed data analysis with Pandas and NumPy
Implemented models in TensorFlow (Python)
RSSI-Based Indoor Location System
Predicted indoor device location using statistical models
Used advertisement call data from target devices
Fitted non-linear data with physics-based functions
Applied least-squares optimization
Junction 2025: Ease
Trained a Bayesian neural network to predict personalized migraine risk
Performed offline training on synthetic data
Demonstrated convergence of active learning in deployment
Skills#
Hard Skills#
Programming: Python, Scala, C++, MATLAB, R
Statistical modeling
Time-series prediction
Stochastic processes
Probabilistic machine learning
Soft Skills#
Mathematical and analytical thinking
Teamwork and cooperation
Design and problem solving