Vladislav Averett's repositories
MobileEAST
Paper and code for a lightweight & fast scene text detection based on EAST architecture and MobileNet layers, introduced in 2023
social-metrics-dashboard
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
price-profiler
E-commerce pricing optimization & dynamic user profiling
recommender-system-pipeline
An implementation of a recommender system pipeline using PyTorch
topic-modeling-helper
NLP pipeline for text classification and topic modeling using LDA, spaCy, NLTK, BERT model & FastAPI web interface
traffic-observer
Real-time traffic analysis, a small yet tricky pet project
anomscoring-PoC
A financial fraud detection & credit risk scoring system utilizing a variety of techniques
avrtt.github.io
My React/Gatsby agent-powered all-in-one website and DS/ML course platform designed and written completely from scratch & with love
CloudML-orchestrator
A cloud-based deployment and scaling for ML services (Docker, k8s, AWS S3/Lambda, Flask, GitHub Actions)
datavision-demo
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
LTRS-scraper
A pipeline that collects, preprocesses and labels raw user-item interaction data to build a recsys with collaborative filtering (SVD, ALS) and LTR (XGBoost ranking) methods
pochemuchka
All-in-one library for automatic prompt engineering, testing & load balancing for your AI models in production and R&D
RAG-chatbot
Chatbot that combines LLMs with RAG for customer service and automated content generation
retail-upselling
A pipeline for market basket analysis aimed at identifying product associations to optimize retail promotions and bundle deals using SQLite, mlxtend & D3.js
SEO-CTR-optimizer
Digital marketing analytics solution that scrapes websites for SEO factors and predicts advertisement CTR
telegram-content-moderator
NLP/ViT-driven bot for detection & moredation of inappropriate content in Telegram groups
wildberries-parsers
Python scripts for parsing Wildberries, the largest Russian online retailer
answering-agent
An agent-powered Telegram bot that notifies about messages from different websites/emails to selectively generate replies based on predefined prompts
avrtt.blog-agents
Web agent integrations for my website that simplify scientific research, SMM, content creation & editing, etc.
dashbordina
Dash is cooler than PowerBI/Tableau and you won't change my mind
personal-agents
A whole infrastructure of my personal AI agent assistants to automate all the shit
superset-supremacy
Apache Superset dashboard prototype for strategic marketing (channel prioritization, budget allocation, ROI forecasting)