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Freelance
- Russia ➡️ nomadism
- avrtt.github.io/research
- in/avrtt
- @avheuristics
- avrttv
- vladaverett
Highlights
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avrtt.github.io Public
My React/Gatsby agent-powered all-in-one website and DS/ML course platform designed and written completely from scratch & with love
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answering-agent Public
An agent-powered Telegram bot that notifies about messages from different websites/emails to selectively generate replies based on predefined prompts
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avrtt.blog-agents Public
Web agent integrations for my website that simplify scientific research, SMM, content creation & editing, etc.
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personal-agents Public
A whole infrastructure of my personal AI agent assistants to automate all the shit
1 UpdatedAug 31, 2025 -
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superset-supremacy Public
Apache Superset dashboard prototype for strategic marketing (channel prioritization, budget allocation, ROI forecasting)
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dashbordina Public
Dash is cooler than PowerBI/Tableau and you won't change my mind
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MobileEAST Public archive
Paper and code for a lightweight & fast scene text detection based on EAST architecture and MobileNet layers, introduced in 2023
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pochemuchka Public
All-in-one library for automatic prompt engineering, testing & load balancing for your AI models in production and R&D
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price-profiler Public
E-commerce pricing optimization & dynamic user profiling
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retail-upselling Public
A pipeline for market basket analysis aimed at identifying product associations to optimize retail promotions and bundle deals using SQLite, mlxtend & D3.js
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wildberries-parsers Public
Python scripts for parsing Wildberries, the largest Russian online retailer
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recommender-system-pipeline Public
An implementation of a recommender system pipeline using PyTorch
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paysage Public
Pandas add-on library: find data quality issues and clean/improve dataframes in one line using scikit-learn transformer
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gnomych Public archive
Cleans and validates raw data against predefined rules
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traffic-observer Public
Real-time traffic analysis, a small yet tricky pet project
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SEO-CTR-optimizer Public
Digital marketing analytics solution that scrapes websites for SEO factors and predicts advertisement CTR
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RAG-chatbot Public
Chatbot that combines LLMs with RAG for customer service and automated content generation
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LTRS-scraper Public
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
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etsy Public
Time series forecasting: ARIMA/SARIMA, Prophet, LSTM networks and ensemble methods along with automated feature engineering for real-time predictive analytics
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topic-modeling-helper Public
NLP pipeline for text classification and topic modeling using LDA, spaCy, NLTK, BERT model & FastAPI web interface
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social-metrics-dashboard Public
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
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datavision-demo Public
Real‑time/historical analytics dashboard suite unifying multi‑source enterprise data (social media, server, HR, financial, marketing, transactions) using data integration, streaming, visualization …
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Cuana-E2E Public
The second iteration of Cuana, an E2E customer analytics solution for churn/CLV prediction, segmentation & lead scoring
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anomscoring-PoC Public
A financial fraud detection & credit risk scoring system utilizing a variety of techniques
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telegram-content-moderator Public
NLP/ViT-driven bot for detection & moredation of inappropriate content in Telegram groups
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FINETUNA Public
[WIP] Fine-tuning computer vision models the right way
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medvision Public
Medical img/video processing: optical flow (Farneback, Lucas-Kanade, DL), CBIR (SIFT/ORB/CNN embeddings), object detection and Dash interactivity
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mailman Public
Personalized, LLM-based email marketing automation with user segmentation and A/B testing analytics
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CloudML-orchestrator Public
A cloud-based deployment and scaling for ML services (Docker, k8s, AWS S3/Lambda, Flask, GitHub Actions)