Selected Skills from projects

Software/ programming name,

Followed by my work.

It is not complete, the rest is coming....

(scripts are available on my GitHub account: https://github.com/zkhodzhaev)

Python

Non-conventional Method of Analyzing Skyrmions in a ChamberI will try to keep the story short. While working on identification of skyrmions (if you’re not familiar with this term — it is just a…

While working on identifying the skyrmions (if you’re not familiar with this term — it is just a circle dot on a plane, lol), I noticed the sophisticated methods papers use to identify these solitons, aka dots.

At the same time, the skyrmion is a hot topic in Physics. Unfortunately, finding a piece of code to solve some of its problems is a challenge (at least, it was for me). Therefore, it is important to share our expertise with others to advance this field.

Below, I will show the logic behind analyzing the simulation outputs.

This can apply to any circular object as long as it is round.

𝐀𝐭 𝐭𝐡𝐞 𝐞𝐧𝐝 𝐨𝐟 𝐭𝐡𝐞 𝐦𝐞𝐝𝐢𝐮𝐦 𝐚𝐫𝐭𝐢𝐜𝐥𝐞, 𝐈'𝐯𝐞 𝐢𝐧𝐜𝐥𝐮𝐝𝐞𝐝 𝐚 𝐩𝐲𝐭𝐡𝐨𝐧 𝐬𝐜𝐫𝐢𝐩𝐭 𝐨𝐧 𝐭𝐡𝐞 𝐆𝐨𝐨𝐠𝐥𝐞 𝐂𝐨𝐥𝐚𝐛 𝐟𝐨𝐫 𝐲𝐨𝐮 𝐭𝐨 𝐭𝐫𝐲 𝐲𝐨𝐮𝐫𝐬𝐞𝐥𝐟.

Enjoy.

Fitting the data obtained from Arduino.

Taking a fast Fourier transform (FFT).

Creating a dataset from a raw data.

Using a Support Vector Machine (SVC) to classify two communication devices. Then, plotting the results in a confusion matrix.

spectrogram_practical_khodzhaev.pdf

Plotting Spectrogram from the analog signal. More detailed information is given on my paper, on the right.

The K-Nearest Neighbors (KNN) algorithm was used to classify two communication devices. The data was prepared, and the results were given before.

Business Plan Expertise

The attached business plan was prepared for a hypothetical startup company called Spintronics Servers that aims to develop and sell antiferromagnetic spin-based servers to data centers. The plan outlines Spintronics' proposed product, market analysis, operations, management team, financial projections, and funding needs as they seek to reduce energy consumption and costs for data centers by replacing current semiconductor-based servers. The plan aims to raise $600,000 in seed funding to further develop, manufacture, and launch the product.

Business_Plan_Khodzhaev.pdf