apovalov

DS/ML || LangChain || RAG || Software engineering exp. - 5+ yrs || Business exp. - 7 yrs || Master degree in Mathematics and Computer Science tg: @apovalov

Bangkok, Bangkok City

Pinned Repositories

ai_cookbook
Open-source AI cookbook
Language:Jupyter Notebook00
ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
Language:Python00
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
00
awesome-algorithms
A curated list of awesome places to learn and/or practice algorithms.
00
BERT_SentimentAnalysis
Language:Python00
ChurnRate_ROC_AUC_Confidence
Language:Python00
CPA_SmartLinking
Language:Python00
Demand_Forecast
Language:Python00
RAG_QA_Service
Language:Jupyter Notebook00
RecSys_Collaborative_Filtering
Language:Jupyter Notebook00

apovalov's Repositories

apovalov/ai_cookbook
Open-source AI cookbook
Language:Jupyter Notebook00
apovalov/ann-benchmarks
Benchmarks of approximate nearest neighbor libraries in Python
Language:Python00
apovalov/ChurnRate_ROC_AUC_Confidence
Language:Python00
apovalov/CPA_SmartLinking
Language:Python00
apovalov/Demand_Forecast
Language:Python00
apovalov/RAG_QA_Service
Language:Jupyter Notebook00
apovalov/RecSys_Collaborative_Filtering
Language:Jupyter Notebook00
apovalov/Competitive_Data_Science
Материалы по курсу анализу данных
Language:Jupyter Notebook
apovalov/cookiecutter-data-science
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
apovalov/CPA_TrafficAttribution
Language:Python
apovalov/danswer
Gen-AI Chat for Teams - Think ChatGPT if it had access to your team's unique knowledge.
apovalov/DataQualityCheck
Language:Python
apovalov/distilabel
Distilabel is a framework for synthetic data and AI feedback for AI engineers that require high-quality outputs, full data ownership, and overall efficiency
apovalov/examples_pinecone
Jupyter Notebooks to help you get hands-on with Pinecone vector databases
Language:Jupyter Notebook
apovalov/GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
apovalov/GPT_Handmade_numpy
Language:Python
apovalov/IOPaint
Image inpainting tool powered by SOTA AI Model. Remove any unwanted object, defect, people from your pictures or erase and replace(powered by stable diffusion) any thing on your pictures.
apovalov/ml_system_design_doc_ru
apovalov/Prefix_tree
Language:Python
apovalov/private-gpt
Interact with your documents using the power of GPT, 100% privately, no data leaks
apovalov/Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
apovalov/Prompt-Engineering-Guide
🐙 Guides, papers, lecture, notebooks and resources for prompt engineering
Language:MDX
apovalov/PythonAgents
Language:Python
apovalov/rag_azure
apovalov/RAG_Pipeline_Evaluation
Language:Jupyter Notebook
apovalov/Rag_Text_Splitting
Language:Jupyter Notebook
apovalov/RecSys_Streaming_platform
Language:Python
apovalov/sec-insights
A real world full-stack application using LlamaIndex
apovalov/StartTest.ChurnRate
apovalov/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs