CV
==

- Download PDF: :download:`cv.pdf <_static/cv.pdf>`

CV - Applied Mathematics
=======================

Konsta Kiirikki  
konsta.kiirikki@gmail.com | 0401439410 | https://www.linkedin.com/in/konsta-kiirikki


Education
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**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
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**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

Link:
https://www.linkedin.com/posts/konsta-kiirikki_junction2025-was-something-else-i-had-activity-7396472899961987073-NKRb


Skills
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Hard Skills
~~~~~~~~~~~

- Programming: Python, Scala, C++, MATLAB, R
- Statistical modeling
- Time-series prediction
- Stochastic processes
- Probabilistic machine learning


Soft Skills
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- Mathematical and analytical thinking
- Teamwork and cooperation
- Design and problem solving