Graphical data analysis softwares
I develop graphical softwares with friendly user interface, for the interactive analysis of data and the visualization of results. I combine the dataflow-driven graphical programming with the powerful libraries for scientific computing, numerical analysis and machine learning.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/Labview-4-edited.png)
Machine and deep learning
Machine and deep learning methods applied to a variety of problems in the fields of physics, biotech, mathematics, image analysis and computer vision,
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/pca-2.png)
Scientific programming and modeling
Programming solutions for scientific modeling, statistics and simulations. I use advanced methods of data science to analyze data, create models and make predictions.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/python-2.png)
Physics of the origin of life
I have investigated the non-equilibrium forces hosted by acidic water cycles inside heated rock pores. They could have driven the first DNA and RNA replication reactions during the origin of life on Earth, ~ 4 billion years ago.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/rock-1.png)
Molecular dynamics
Advanced algorithms for the atomistic simulation of protein folding. I studied the intermediate metastable states of the lysozime protein and of other proteins of biomedical relevance, e.g. the prion.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/md.png)
Electronics and hardware programming
Maker of DIY solutions with Arduinos and DAQ data acquisition systems for I/O and hardware control.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/electronics.png)
Microscopy and image processing
Custom-made microscope design, assembly and hardware programming. I have also developed imaging protocols for the bulk measurement of DNA and RNA hybridization by FRET, and the pH and salinity of water with ratiometric fluorescent dyes.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/imaging.png)
Molecular biology experiments
Standard molecular biology techniques in the field of DNA / RNA biotech (gel electrophoresis, PCR, purification, sequencing) and microfluidic implementation.
![](https://alan.ianeselli.com/wp-content/uploads/2022/10/gel.png)