albinjames / dtc-workshop

Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop

Hey there!! 👋

Trained in Data Science at the Le Wagon full-time bootcamp Paris, and with a PhD in theoretical physics, I am passionate about machine learning and applied mathematics. I am looking for a role as a data analyst/scientist in order to put my know-how into practice in a professional environment. Industrial and medical applications are particularly interesting to me.

My intention is to continue to learn and grow in this ever-changing data landscape!

• 🦬 I’m exploring a Wind Forecast project for Jena, Germany (Multivariate Time series, Support vector regression, Fuzzy inference, Genetic algorithm). Focussing on the Fuzzy Inference System using the pyFTS library at the moment

• 🌱 Currently I am learning PyTorch, sktime, Complex Wavelet Transforms, and julia

• 🤗 A group project I was part of during the Le Wagon coding bootcamp: Heart Murmurs, to detect heart anomalies using sound signals, i.e. phonocardiograms (PCG)

• 👾 Curious about Bayesian Methods, Hamiltonian MCMC (Markov chain Monte Carlo), Probabilistic Programming, Numerical Methods (eg. FEM, Dynamical Systems)

• 💬 Ask me about PDEs, Symbolic Python (SymPy), Time Series/Signal Processing

• 📫 How to reach me: james.albin44 at gmail.com, my LinkedIn or Twitter

• 😖 A "fun fact" about myself: These days one of my favourite actitivies is doing the groceries. It blends well with an evening walk and some cool podcasts :)

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Thanks for stopping by!