Tag: #python
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 51 posts
Startup Valuation with DCF and Multiples Analysis in Python
A practical guide to startup valuation using DCF and multiples analysis with Python, covering financial modeling and scenario analysis.
2026-03-08 · 47 min read #finance#startup#valuation#dcf#pythonDjango Authentication Practical Guide - Sessions, DRF + SimpleJWT, Middleware, Cookie-based Auth Complete Mastery
Complete mastery of session authentication and DRF SimpleJWT-based JWT authentication in Django, covering middleware, request.user, and cookie configuration with practical code.
2026-03-08 · 18 min read #architecture#authentication#django#jwt#cookieOpen-Source Real-Time Conversational Voice Chatbot Building Guide: Barge-In Architecture and Implementation
A comprehensive guide to building real-time voice chatbots using only open-source tools. Covers barge-in implementation with Silero VAD, faster-whisper, Ollama, and Piper TTS pipeline, state machine design, Python exampl
2026-03-08 · 26 min read #ai-platform#voice-chatbot#barge-in#realtime-audio#sttOptions Trading for Engineers: Greeks, Strategies, and Risk Management with Python Implementation
A comprehensive guide to options trading for engineers covering call/put mechanics, Greeks calculation and interpretation, Black-Scholes model implementation in Python, common strategies like covered calls and iron condo
2026-03-07 · 21 min read #finance#options-trading#greeks#black-scholes#risk-managementTime Series Volatility Forecasting Practical Guide: GARCH Model Family and Python Implementation
Covers mathematical principles of volatility models from ARCH/GARCH to EGARCH, GJR-GARCH, and DCC-GARCH, Python arch package implementation, model selection and diagnostics, backtesting, and practical risk management app
2026-03-06 · 25 min read #finance#garch#volatility#time-series#pythonBuilding an Intelligent Telegram FAQ Bot with LangChain + RAG: A Document-Based Q&A System
Build a Telegram FAQ bot powered by LangChain and the RAG pipeline. A hands-on guide covering document loading, vector stores, conversation memory, and source citation.
2026-03-03 · 25 min read #chatbot#telegram#langchain#rag#pythonComplete Guide to Discord Bot Development: Slash Commands, Buttons, and Modals with Pycord
A complete hands-on guide to developing a Discord Bot with Pycord. Covers slash commands, button interactions, modal forms, embed messages, and Cog-based architecture at a production level.
2026-03-03 · 28 min read #chatbot#discord-bot#pycord#python#slash-commandsComplete Guide to Slack Bot Development — Building an AI Task Automation Bot with Bolt SDK
A guide to bot development using the Slack Bolt SDK. Covers app setup, slash commands, modal/Block Kit UI, event handling, LLM integration, and Socket Mode deployment with code examples.
2026-03-03 · 8 min read #chatbot#slack#bolt-sdk#python#automationTelegram Bot + Webhook Practical Guide: From Building a Bot with Python to Kubernetes Deployment
A complete guide to chatbot development using Telegram Bot API and Webhooks. Build a bot with python-telegram-bot and FastAPI, compare Polling vs Webhook, implement inline keyboards and command handlers, and deploy to Ku
2026-03-02 · 7 min read #telegram#bot#webhook#python#chatbotCUDA Hands-on Complete Guide: Everything About GPU Computing
A comprehensive guide covering NVIDIA CUDA from fundamental concepts to GPU architecture, C/C++ kernel programming, memory optimization, Python integration (PyTorch, Numba, CuPy), Multi-GPU training, profiling, and troub
2026-03-01 · 51 min read #cuda#gpu#nvidia#deep-learning#machine-learningAnsible-Runner (Running Ansible from Python)
Learn about the Ansible Runner module that enables running Ansible from Python.
2022-11-02 · 1 min read #linux#ansible#python