avrtt

Chaotic wizard

FreelanceRussia ➡️ nomadism

Pinned Repositories

ABforge
A feature-rich library for running Bayesian A/B tests for experiments and key metrics analysis
Language:Python2 1 00
arch-dotfiles
Did I already mention that I use Arch btw?
Language:Shell3 1 00
avrtt
Profile README
3 1 00
avrtt.blog-legacy
Deprecated code of my website (plain React)
Language:JavaScript3 1 11
finite-element-method
Two-dimensional finite element method on rectangles
Language:C++4 1 00
Kallisto-OSINTer
Public intelligence done by artificial intelligence: an LLM-based OSINT tool designed to perform deep web searches by orchestrating multiple web agents
Language:Python20
QASATIK
LLM-based Q&A on preloaded docs, raw data, Wikipedia articles and scraped web pages with knowledge graphs, analytics, charts and Streamlit interface
Language:Python20
telegram-autocomment-bot
Leave GPT4-generated comments by specifying Telegram channels to monitor & prompts to customize behavior
Language:Python4 1 00
tg-bot-boilerplates
Lightweight & clean dockerized Aiogram templates for creating Telegram bots
Language:Python4 1 00
university-tasks
Programming tasks within the university course (2019-2023)
Language:Jupyter Notebook10 1 00

avrtt's Repositories

avrtt/avrtt
Profile README
3 1 00
avrtt/mailman
Personalized, LLM-based email marketing automation with user segmentation and A/B testing analytics
Language:Python3 1 0
avrtt/MobileEAST
Paper and code for a lightweight & fast scene text detection based on EAST architecture and MobileNet layers, introduced in 2023
Language:Python3 1 01
avrtt/MoE-speech-recognition
Mixture of experts architecture for speech-to-text and language identification, built in PyTorch
Language:Python3
avrtt/react-voice-assistant
An implementation of a voice-controlled assistant with Node backend and React frontend
Language:JavaScript3
avrtt/SEO-CTR-optimizer
Digital marketing analytics solution that scrapes websites for SEO factors and predicts advertisement CTR
Language:Python3
avrtt/traffic-observer
Real-time traffic analysis, a small yet tricky pet project
Language:Python3
avrtt/anomscoring-PoC
A financial fraud detection & credit risk scoring system utilizing a variety of techniques
Language:Python2
avrtt/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
Language:MDX2 1 50
avrtt/CloudML-orchestrator
A cloud-based deployment and scaling for ML services (Docker, k8s, AWS S3/Lambda, Flask, GitHub Actions)
Language:Python2 1 0
avrtt/Cuana-E2E
The second iteration of Cuana, an E2E customer analytics solution for churn/CLV prediction, segmentation & lead scoring
Language:Python20
avrtt/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
Language:Python2 1 0
avrtt/etsy
Time series forecasting: ARIMA/SARIMA, Prophet, LSTM networks and ensemble methods along with automated feature engineering for real-time predictive analytics
Language:Python2
avrtt/FINETUNA
[WIP] Fine-tuning computer vision models the right way
2
avrtt/gnomych
Cleans and validates raw data against predefined rules
Language:Python2
avrtt/Kallisto-OSINTer
Public intelligence done by artificial intelligence: an LLM-based OSINT tool designed to perform deep web searches by orchestrating multiple web agents
Language:Python20
avrtt/lolcommits
:camera: git-based selfies for software developers
2
avrtt/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
Language:Python2
avrtt/medvision
Medical img/video processing: optical flow (Farneback, Lucas-Kanade, DL), CBIR (SIFT/ORB/CNN embeddings), object detection and Dash interactivity
Language:Python2
avrtt/paysage
Pandas add-on library: find data quality issues and clean/improve dataframes in one line using scikit-learn transformer
Language:Python20
avrtt/pochemuchka
All-in-one library for automatic prompt engineering, testing & load balancing for your AI models in production and R&D
Language:Python20
avrtt/price-profiler
E-commerce pricing optimization & dynamic user profiling
Language:Python2
avrtt/QASATIK
LLM-based Q&A on preloaded docs, raw data, Wikipedia articles and scraped web pages with knowledge graphs, analytics, charts and Streamlit interface
Language:Python20
avrtt/RAG-chatbot
Chatbot that combines LLMs with RAG for customer service and automated content generation
Language:Python2
avrtt/recommender-system-pipeline
An implementation of a recommender system pipeline using PyTorch
Language:Python2 1 0
avrtt/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
Language:HTML2
avrtt/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
Language:Python2 1 0
avrtt/telegram-content-moderator
NLP/ViT-driven bot for detection & moredation of inappropriate content in Telegram groups
Language:Python2 1 0
avrtt/topic-modeling-helper
NLP pipeline for text classification and topic modeling using LDA, spaCy, NLTK, BERT model & FastAPI web interface
Language:Python2
avrtt/wildberries-parsers
Python scripts for parsing Wildberries, the largest Russian online retailer
Language:Python2 1 0