Webpages Semantic Analysis for Ads Campaigns
Semantic analysis of webpages and browsing history to better understand the interests of a user for showing only relevant Ads
Recent Projects
Agrocode Project
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
Object detection for MapHub
Object detection model to detect buildings, coconut palms, etc. in GeoTIFF files
Intraday Project
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
Recent Posts
Introduction to Online Ads Industry
Having completed a ML project in online ads, I obtained some basic knowledge of how this industry works and where it is moving now. Here you can read some re...
Text Embeddings (3/3) - Conclusion
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (2/3) - Computation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
Text Embeddings (1/3) - Explanation
Did some research and experiments on how to compare texts. Sharing my knowledge here.
My Solution to Agro Code Contest
Predicting the disease(s) of cows by a given textual description. My solution to Agro Code Contest.
Intraday Project Explained
I created a gym compatible environment for reinforcement learning to train agents for intraday trading for different assets like stocks or cryptocurrencies.
How to improve Martingale trading bots
There are trading bots based on Martingale strategy. I’ve got an idea of how one can reduce risk of losses when running multiple such bots.
Fair Bets for Blockchain
First I disclose some problems of existing blockchain betting schemes. Then I propose a new kind of blockchain bets, aimed to solve those problems.
Competing Genetic Algorithm Explained
This is a project I made trying new approach to find profitable trading strategies. I could not beat the market, but developed Competing Genetic Algorithm th...
Age and Gender Estimation Explained
This is a small demo project to try and test OpenCV library, implement on-the-fly face detection, age and gender estimation using pre-trained models.
Get yourself a goal in life or fade away
At first I explain that most of the people do not have a goal in life, and it is OK. But then I suggest that having some goal has its advantages.
Lets talk about dragons. Seriously.
I propose a way to get real flying dragons using selection, and imagine how to get funds required for this project