Vladislav Averett

Real-time traffic analysis, a small yet tricky pet project

My React/Gatsby agent-powered all-in-one website and DS/ML course platform designed and written completely from scratch & with love

Chrome button that allows you to quickly jump through random Wikipedia articles in specified categories

E-commerce pricing optimization & dynamic user profiling

Personalized, LLM-based email marketing automation with user segmentation and A/B testing analytics

Profile README

Designed and completed with ChatGPT, this personalized course helped me to get a job as a Middle MLE

Real‑time/historical analytics dashboard suite unifying multi‑source enterprise data (social media, server, HR, financial, marketing, transactions) using data integration, streaming, visualization and ML techniques

Digital marketing analytics solution that scrapes websites for SEO factors and predicts advertisement CTR

Web agent integrations for my website that simplify scientific research, SMM, content creation & editing, etc.

The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.

Public intelligence done by artificial intelligence: an LLM-based OSINT tool designed to perform deep web searches by orchestrating multiple web agents

An implementation of a recommender system pipeline using PyTorch

Paper and code for a lightweight & fast scene text detection based on EAST architecture and MobileNet layers, introduced in 2023

🦉 ML Experiments and Data Management with Git

Heroes of Might & Magic III patched for Arch Linux

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

An agent-powered Telegram bot that notifies about messages from different websites/emails to selectively generate replies based on predefined prompts

A whole infrastructure of my personal AI agent assistants to automate all the shit

Creating data flow diagrams for PostgreSQL

Applying data analysis to Telegram chat exports

Time series forecasting: ARIMA/SARIMA, Prophet, LSTM networks and ensemble methods along with automated feature engineering for real-time predictive analytics

NLP pipeline for text classification and topic modeling using LDA, spaCy, NLTK, BERT model & FastAPI web interface

Implementing KANs with TensorFlow

Full-stack data analytics with API integrations, sentiment and trend analysis & real-time dashboards aggregating social media data (X, FB, Inst, Discord, Medium, Reddit, YT, TT) for marketing insights

Apache Superset dashboard prototype for strategic marketing (channel prioritization, budget allocation, ROI forecasting)

Dash is cooler than PowerBI/Tableau and you won't change my mind

All-in-one library for automatic prompt engineering, testing & load balancing for your AI models in production and R&D

Programming tasks within the university course (2019-2023)

Mixture of experts architecture for speech-to-text and language identification, built in PyTorch