GetlyAuftragsarbeit
Auftragsarbeiten von SOFLMARKET
Custom Trading System — Built From Scratch Around Your Strategy
A full trading system designed and built from scratch around your strategy - architecture, data, execution, risk and monitoring as one product, not a script glued together. IDEAL FOR - A strategy with multiple modules: signals, filters, portfolio or multi-pair logic - Someone who wants a maintainable codebase they own - not a black box - Going beyond a single bot: research, execution and monitoring in one system WHAT YOU GET - System architecture for your case: data layer, strategy engine, risk manager, execution, monitoring - Strategy implemented from your rules - or designed with you if the idea needs shaping - Honest backtest with fees, funding and slippage + parameter sensitivity - ML signal module optional (LSTM/Transformer) if the strategy benefits from it - Live deployment: VPS/Docker, 24/7 operation, crash recovery, logging and alerts - Telegram control and status, runbook, full source code and documentation HOW IT WORKS 1. Order and describe your strategy, markets and goals; we run a scope call and I send a written spec for approval - the system is built strictly to it. 2. I build in milestones (data -> backtest -> execution -> live), you approve each stage. 3. Three revision rounds included. Payment is held by Getly until you approve the delivery. YOUR RISK, HONESTLY: trading can lose money. This is software engineering - you get a working system and honest numbers, not profit guarantees. Past performance does not guarantee future results. STACK: Python (async), exchange APIs (Binance Futures/Spot, Bybit and others), pandas/NumPy, PyTorch (optional ML module), Docker, VPS. Not sure about scope yet? Message me first - I will size your system and confirm exact deliverables before you order.
Trading Bot — From Strategy to Live Execution
A production-grade trading bot, not a fragile script: your strategy, honest backtest, hardened execution and Telegram control - running 24/7. WHAT YOU GET - Strategy implementation: your rules, with an optional ML signal module if it fits - Risk layer: position sizing, Stop Loss / Take Profit, trailing, daily loss limits - Reliable execution: retries, position tracking, crash recovery after restarts - Telegram control: status, open positions, pause/resume, manual override - Honest backtest report + deployment (VPS/Docker) + runbook + full source code HOW IT WORKS 1. Order and describe the strategy and exchange; we agree the exact scope in chat first (core-logic backtest included). 2. I build, test on testnet/paper, then set it live with small settings - you steer at each stage. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. YOUR RISK, HONESTLY: trading can lose money. This is software development - you get working technology and honest numbers, not profit guarantees. Start small, scale later. STACK: Python (async), exchange APIs (Binance Futures/Spot, Bybit), Docker, VPS; ML overlay optional. From idea to a working system: message me your strategy and exchange first - I will confirm scope before you order.
Trading Strategy Backtest — Real Numbers Before You Risk Money
Before risking real money, see real numbers. I turn your trading idea into concrete code with an honest historical backtest - commissions, funding and slippage included, no curve-fitting magic. WHAT YOU GET - Your strategy coded: entries, exits, filters and position sizing - Backtest on your market: futures or spot data (Binance, Bybit and others) - Full metric pack: net P&L, winrate, profit factor, max drawdown, Sharpe and the trade list - Honest assumptions shown: fees, funding, slippage + a parameter-sensitivity check - Written report + the code, so you can re-run and tweak it yourself WHAT THIS IS NOT - Not financial advice, no profit guarantees - results depend on the market - Not a "90% winrate" fairy tale: I would rather show you an honest 54% than a fake 90% HOW IT WORKS 1. Order and describe the strategy or idea (a few lines is enough); I confirm scope in chat first. 2. I code it, run the backtest and send the report with numbers within 48-72h. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python, pandas, exchange historical data APIs, vectorized backtesting. Have 2-3 strategy variants to compare? Message me first - I will quote a bundle.
AI-Assisted MVP — Your Web App Built in Days, Not Months
Have an idea that needs a working prototype fast? I build web-app MVPs using AI coding tools (Claude Code, Cursor) plus solid engineering: one core flow, done properly, deployed and handed over. WHAT YOU GET - One core product flow, end to end: signup -> main action -> result - Modern stack picked for your case: React/Next.js, database, auth - AI inside where it fits: a chat, generator or summarizer step - Deployed on your domain with a database and basic admin - Source code and docs - it is yours, no lock-in HOW IT WORKS 1. Order and describe the idea in a few lines; we agree on the one core flow for v1 in chat first. 2. I build in short cycles with a staging link from day one; you steer early. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Claude Code/Cursor + React/TypeScript, Next.js, Postgres/Supabase, Cloudflare. This is an MVP, not a finished SaaS - right for validating an idea, demos and first users. The codebase will be ready to grow.
PDF Data Extraction — Invoices & Tables to Excel
Need the numbers out of PDFs? I extract tables and key fields from invoices, statements, reports and scans - into clean Excel, CSV or Google Sheets. WHAT I CAN DO - Tables from PDFs: bank statements, price lists, reports -> Excel/CSV - Key fields per document: invoice number, date, amount, vendor, totals - Scanned PDFs too: OCR so paper documents become usable data - Cleanup included: normalize dates, fix split columns, dedupe rows - Batch processing: whole folders, typically delivered within 48 hours HOW IT WORKS 1. Order and attach 2-3 sample PDFs; I confirm the fields and feasibility in chat first. 2. You get the structured file(s) + the script to process new PDFs yourself. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python, pdfplumber/PyMuPDF, OCR (Tesseract), pandas, openpyxl. Working with invoices, statements or reports? Message me one sample - I will confirm the extractable fields for free.
n8n & Make Automation — Connect Your Tools Without Code
Need your tools to work together without manual copy-paste? I build automations on n8n or Make: triggers, actions, AI steps and alerts that run 24/7 - no code, no dev team. WHAT I CAN BUILD - Event flows: new form, order or email -> CRM, sheet, Telegram or invoice - Scheduled flows: daily digests, data syncs and report exports - AI steps inside the flow: classify, extract, summarize, draft (OpenAI/Anthropic) - Field mapping between systems: merge, normalize and route data - Error handling: retries, Telegram alerts and a run log HOW IT WORKS 1. Order with the apps to connect and what should trigger the flow; I confirm scope in chat first. 2. You get the working flow in your n8n/Make account, an export file and a short guide. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: n8n (cloud or self-hosted), Make, webhooks, official APIs, OpenAI where useful. Tell me the two apps that should talk to each other - I will confirm feasibility before you order.
Crypto Payments for Your Bot or Site — USDT & USDC Checkout
Stripe is not available in your country - or your customers simply prefer crypto? I wire automatic USDT/USDC checkout into your Telegram bot or website: from the Pay button to a confirmed order, with no manual wallet checking. WHAT YOU GET - Checkout flow: address + exact amount with a rate lock, QR and a payment link - Auto-detection: payment arrives -> webhook confirms it -> order is marked paid (usually within minutes) - Auto-delivery hooks: send a key, unlock access, or notify you in Telegram - The right provider for your case: NOWPayments or Cryptomus (hosted, minimal KYB) or direct wallet monitoring (no KYC) - Real test transaction as proof + a log of every payment HOW IT WORKS 1. Order and tell me your project (bot, site or mini app) and where orders live; I confirm scope in chat first. 2. I integrate, deploy and run a real test transaction - you see it working end to end. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python or Node.js, NOWPayments/Cryptomus API or blockchain APIs (Tron, Ethereum), webhooks, Cloudflare Workers. Good to know: crypto refunds are manual by nature - the runbook covers the policy and steps. Fully self-hosted wallet monitoring is available if you want zero third parties. Message me where you sell - I will propose the cleanest setup for your case.
Automation Audit — 45-Min Call + Written Action Plan
Not sure what to automate first - or whether a tool can replace your manual routine at all? Book a focused audit and get a clear plan instead of guessing. WHAT YOU GET - 45-min call: we walk through your workflows and find where time and money leak - Written action plan within 24h: 3-5 automation candidates ranked by impact vs effort - For each: suggested approach, tools, rough cost and what it would take to build - Quick wins marked separately: things you can do yourself this week - Honest advice: if automation is not worth it for a task, I will say so HOW IT WORKS 1. Order and we book a call within 48h; share your tool list beforehand (or describe on the call). 2. You get the recording, the written plan and chat follow-up for questions. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: no code needed - this is advice. If you later order a build (mine or anyone's), you will already have a clear spec. Message me your biggest time-waster - I will tell you if this audit fits.
Telegram Mini App — Shop, Booking or Service Inside Telegram
A bot button that opens a full app inside Telegram? I build Telegram Mini Apps: catalogs, booking, order forms and personal cabinets that feel native - no app store needed. WHAT I CAN BUILD - One core flow: catalog + checkout, booking + calendar, profiles or forms - Telegram login: users are identified instantly - no passwords, no signup friction - Payments (optional): Telegram Stars or a payment link - Admin panel: manage items, orders and users without touching code - Deploy: HTTPS hosting set up for you (Cloudflare or your provider) HOW IT WORKS 1. Order with what the app should do; we agree on one core flow + admin in chat first. 2. You get the deployed Mini App, source code, admin guide and a walkthrough. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: React/TypeScript + Telegram WebApp SDK, Cloudflare Workers/Pages. Want it attached to an existing bot? I can wire it in. Message me your idea - I will confirm scope before you order.
Daily Business Metrics Bot — Sales, Traffic & Ads to Telegram
Want your numbers without opening five dashboards? I build a bot that sends one clean daily report to Telegram: sales, traffic, ad spend and the metrics you actually track - pulled straight from your tools. WHAT YOU GET - One morning message: yesterday vs the day before, week vs week - Sources: Stripe, Shopify, GA4, Google Sheets, Meta/Google Ads, custom APIs - Alerts: set your thresholds (sales drop, spend spike) and the bot pings you - Any schedule: daily digest, weekly summary, or both - Hosted for you: runs on a serverless worker - no VPS to babysit HOW IT WORKS 1. Order and list your data sources + the 3-5 numbers you watch most; I confirm scope in chat first. 2. You get the working bot in your Telegram, a short setup doc and the source code. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Cloudflare Workers, Telegram Bot API, official APIs of your tools. Already have a dashboard? This is its daily voice in your pocket. Message me your tools first.
Workflow Automation "Turnkey" — Audit + 3 Automations Built
Stop losing hours to manual work. I audit how you operate, pick the 3 automations with the best payoff and build them end to end - bots, scripts, integrations and AI steps included. WHAT YOU GET - 60-min audit call: walk through your workflows, find the leaks - Shortlist of 5-7 automation candidates with effort/impact estimates - The top 3 built, tested and deployed (Telegram bots, parsers, Sheets, APIs, AI steps) - Runbook + walkthrough for each automation - Bugfixes for delivered automations included after handover HOW IT WORKS 1. Order and we book the audit call; we agree on the 3 automations together. 2. I build and demo each one; you approve as they land. 3. Handover with docs. Payment is held by Getly until you approve the delivery. STACK: Python, Telegram Bot API, Google APIs, OpenAI/Anthropic, Docker. Message me what your week looks like - I will tell you what can be automated first.
Deploy & Run Your Bot 24/7 — VPS, Docker, Domains
Your script works on your laptop but must never sleep? I set up a clean server and make it run 24/7 with auto-restart, logs and alerts. WHAT I SET UP - VPS from scratch: Ubuntu, updates, SSH security, firewall - Docker or systemd service with auto-restart on crash/reboot - Domain, HTTPS and reverse proxy if a webhook or dashboard needs it - Cron/scheduled jobs, log rotation and Telegram alerts if it stops - Handover: runbook + walkthrough so you can manage it yourself HOW IT WORKS 1. Order with your code and provider (or ask me to recommend one); I confirm scope in chat first. 2. You get a running deployment, tested restart, and documentation. 3. One revision round included. Payment is held by Getly until you approve the delivery. Server costs are paid by you directly to the provider (usually $5-10/mo). STACK: Ubuntu, Docker, systemd, nginx, Cloudflare, Telegram alerts. Message me what you need running - I will say exactly what it takes.
Fix & Upgrade Your Python Script or Telegram Bot
Bought or wrote a script/bot that stopped working? I diagnose, fix and get it running again - with an honest report if it cannot be repaired. WHAT I CAN DO - Fix broken scrapers, bots, automations (Python, JavaScript) - Update APIs that changed under your code - Small upgrades: a new command, field or export - Cleanup: comments, config file, sane defaults so it is maintainable - Test run proof: you see it working before approval HOW IT WORKS 1. Order with your code (zip/repo link) and what goes wrong; I confirm scope in chat first. 2. You get the working code, a short changelog of what was fixed and run instructions. 3. One revision round included. Payment is held by Getly until you approve the delivery. If it is not fixable, we cancel and Getly returns your money. STACK: Python (aiogram, pandas, requests), JavaScript/Node, APIs. Message me the error and stack trace first - I will tell you if it is fixable.
API & Webhook Integrations Between Your Services
Two tools that should talk to each other but do not? I build the bridge: form to CRM, payment to sheet, sale to Telegram - reliably, with retries and logs. WHAT I CAN BUILD - Data sync between apps: scheduled or event-driven (webhooks) - Form/order/payment events -> sheet row, email, Telegram, CRM card - Normalize and map fields between systems with different schemas - Retries, error alerts and a log of everything delivered - Idempotent handling so nothing is duplicated HOW IT WORKS 1. Order with the two systems and the fields to connect; I confirm scope in chat first. 2. You get the integration code + a runbook for deploying it (free help if you get stuck). 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python or Node.js, REST/GraphQL APIs, webhooks, Google APIs. Message me the apps you use - I will confirm feasibility before you order.
Custom Chrome Extension — Scraper, Autofill & Utilities
Does a small browser task eat minutes of every workday? I build a focused Chrome extension that does it in one click - no bloat, just your use case. WHAT I CAN BUILD - Scrape the page you are viewing into CSV or Google Sheets - Autofill forms from a spreadsheet or your saved presets - Overlays: checkers, highlights, quick calculators on any site - Buttons that trigger your webhook/API while you browse - Batch actions across tabs (with safety checks) HOW IT WORKS 1. Order with the task you do manually; I confirm scope in chat first. 2. You get the extension (load-unpacked zip + guide; Web Store-ready if you want to publish). 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Chrome MV3, JavaScript/TypeScript, HTML/CSS, your APIs. Message me the page and the manual steps - I will quote exactly.
Add AI to Your Workflow — Classify, Extract & Summarize
Skip the chatbot hype - add one targeted AI step to the process you already run: classify, extract, summarize or match. Measurable time saved, no workflow rebuild. WHAT I CAN BUILD - Classify: tickets, emails, leads, reviews into your categories/priorities - Extract: names, amounts, dates, addresses from documents and messages into a table - Summarize: long threads, reports, call notes into short briefs - Match & route: send each item to the right person, folder or channel - Guardrails: confidence checks, fallback rules, cost caps HOW IT WORKS 1. Order with your input, desired output and examples; I confirm scope in chat first. 2. You get the script wired to your data source + an accuracy report on your samples. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python, OpenAI/Anthropic API, your sources (Gmail, Sheets, CRM, DB). Show me one example item and the output you expect - message me.
AI Content Pipeline — Posts Written & Queued on Autopilot
Publish consistently without writing every post from scratch: a pipeline that turns your topics or sources into ready-to-review drafts and schedules them. WHAT I CAN BUILD - Topic in -> draft out (OpenAI or Anthropic, tuned to your voice) - Human-in-the-loop: drafts land in a Google Sheet or Telegram for approval - Auto-posting to Telegram / X / LinkedIn on schedule - Cover image prompts and optional image generation hooks - Recap: what was posted, when, and content log HOW IT WORKS 1. Order with your channels, topics and tone; I confirm scope in chat first. 2. You get the pipeline, prompt templates and a runbook. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python, OpenAI/Anthropic API, Telegram Bot API, Google Sheets API, cron. You approve everything before it goes live - message me to scope your channels.
Excel & CSV Cleanup — Merge, Dedupe & Structure
Messy spreadsheets with duplicates, broken dates and mixed formats? Send them over and get back clean, merged, ready-to-use data - usually within 48 hours. WHAT I CAN DO - PDF tables, invoices and statements -> clean Excel/CSV - Merge many files (different columns, encodings, orders) - Deduplicate and normalize: dates, phones, prices, names - Split, filter, pivot and reshape to what you need - Flag anomalies and inconsistent rows instead of silently dropping them - Summary report: what changed and why HOW IT WORKS 1. Order and attach your files (or a download link); I confirm scope in chat first. 2. You get the cleaned files + the script to repeat it next time. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python, pandas, openpyxl. Small files or huge exports - message me and I will tell you the turnaround.
Custom Data Dashboard — Sheets or API to Live Charts
Turn scattered spreadsheets and API data into a live dashboard you can open from any browser and share with your team. WHAT I CAN BUILD - KPI panels, charts and tables from Google Sheets, CSV or REST APIs - Filters: date range, category, client, product - Auto-refresh on a schedule or on demand - Auto-generated summary: totals, deltas, top movers - Deploy: local run or hosting setup (server costs are yours) HOW IT WORKS 1. Order with your data sources and the questions the dashboard must answer; I confirm scope in chat first. 2. You get the dashboard code, a working preview and deployment instructions. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python, Streamlit, pandas, Plotly, Google Sheets API. Describe the decisions you want to make - message me and I will map the right metrics.
Google Sheets Automation — Apps Script, Reports & Triggers
Make your spreadsheets do the boring work: auto-imports, reports, alerts and cross-sheet logic - inside the Google Sheets you already use. WHAT I CAN BUILD - Apps Script automations with menu buttons and triggers - Auto-import from forms, other sheets, APIs or CSV links - Scheduled email/Telegram reports from your data - Conditional formatting, approval flows and data validation - Simple dashboards with charts fed by your tables HOW IT WORKS 1. Order with your sheet and the manual task to automate; I confirm scope in chat first. 2. You get the working script installed in your sheet + a how-to guide. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Google Apps Script, Sheets API, Python where needed. Send me the task that eats your time - I will automate it.
Price & Stock Monitoring with Telegram Alerts
Stop checking competitor pages manually. I build monitors that watch prices, stock and new listings - and ping you the moment something changes. WHAT I CAN BUILD - Scheduled checks of product pages, marketplaces or APIs - Price drop, stock status and new listing detection - Alerts to Telegram or email with the exact change and a link - A change log in Google Sheets so you keep the history - Rules: thresholds, % changes, specific SKUs or keywords HOW IT WORKS 1. Order with the source and what to watch; I confirm scope in chat first. 2. You get the script, alert setup instructions and a runbook. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python, Playwright/requests, Telegram Bot API, Google Sheets API, cron. Want alerts running next week? Message me with the link you want watched.
Lead Generation Scraping — Business Lists to CSV
Need a list of leads? I collect business and directory data from public sources into clean spreadsheets ready for outreach. WHAT I CAN BUILD - Local business lists: name, category, phone, email, website, city - Directory and catalog exports with your filters - Social profile and contact collection from public pages - Deduplication and enrichment so the list is ready to use - Delivery as CSV/Excel or a ready Google Sheet HOW IT WORKS 1. Order with your target source and filters; I confirm scope in chat first. 2. You get the deduplicated dataset + the script to re-run it yourself. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python, Playwright, BeautifulSoup, Google Sheets API. Public data only - message me your source and I will confirm what is possible.
Custom Web Scraper — Clean Data to CSV & Google Sheets
Need data from a website but copy-pasting takes hours? I build reliable scrapers that turn pages into clean CSV files or live Google Sheets. WHAT I CAN BUILD - Listings, prices, specs, articles or contacts from public pages - Pagination, dynamic pages (JavaScript) and login-free sources - Export to CSV, Excel or straight into Google Sheets - Cleanup included: dedupe, normalize dates, prices and text - Optional: scheduled runs so the data stays fresh HOW IT WORKS 1. Order with the link(s) and the fields you need; I confirm feasibility in chat first. 2. You get the exported data + commented Python source and a setup guide. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python, requests, BeautifulSoup, Playwright, Google Sheets API. Not sure if it can be scraped? Message me first - I will check for free.
Custom AI Assistant: Support Bot Trained on Your Content
Want an AI assistant that actually knows your product? I build support and sales bots that answer from YOUR docs, FAQs and files - not generic guesses. WHAT I CAN BUILD - Knowledge base: trained on your PDFs, docs, site pages or Notion - Support bot: answers questions, escalates to a human when unsure - Sales bot: qualifies leads, explains pricing, collects contact info - Channels: Telegram, website widget or Discord - Control: citations, fallback answers, conversation logs to Google Sheets HOW IT WORKS 1. Order and share your content sources + tone of voice; I confirm scope in chat first. 2. You get the working bot, an admin guide and instructions to update the knowledge base yourself. 3. Two revision rounds included. Payment is held by Getly until you approve the delivery. STACK: Python, OpenAI/Anthropic API, Telegram Bot API, vector search. Want to see it on your own content first? Message me - we will scope it together.
Custom Discord Bot: Moderation, Tickets & Utilities
Need a Discord bot for your community but tired of cookie-cutter tools? I build custom bots for your exact server - with the commands, automations and integrations you actually use. WHAT I CAN BUILD - Moderation: auto-mod rules, warnings, mutes, role management - Tickets: support channels with claim, transcripts and logs - Utilities: polls, reminders, welcome flows, reaction roles - Integrations: Google Sheets, APIs, webhooks, game/server stats - Scheduled tasks: daily digests, cleanups, recurring announcements HOW IT WORKS 1. Order with your server goals and must-have commands; I confirm scope in chat first. 2. You get the ready-to-host bot source, command docs and a setup guide. 3. One revision round included. Payment is held by Getly until you approve the delivery. STACK: Python (discord.py) or Node.js (discord.js) - your choice. Not sure what your server needs? Message me first - I will suggest the right feature set.
Custom Telegram Bots: Booking, Orders & Notifications
Need a Telegram bot built for your exact business? I build custom bots that take orders, manage bookings, send notifications and connect to the tools you already use - delivered fast, with full source code. WHAT I CAN BUILD - Booking bots: services, live calendar, reminders, cancellations, admin panel - Shop and order bots: catalog, cart, order intake, status updates for clients - Notification bots: alerts from spreadsheets, CRMs, monitoring, scheduled digests - Admin and CRM bots: client management, statuses, exports to Google Sheets or CSV - AI bots: answer questions, classify and route messages, summarize (OpenAI or Anthropic) - Group utilities: welcome flows, rules, antiflood, polls, scheduled posts HOW IT WORKS 1. Order and send a short brief: what the bot should do, for whom and where the data lives. 2. I confirm scope in chat before building - no surprises. 3. You receive commented Python source code (aiogram 3), a setup guide and a short walkthrough. 4. Revisions are included (per package). Payment is held by Getly until you approve the delivery. STACK: Python 3, aiogram 3, SQLite and PostgreSQL, Telegram Bot API, Google Sheets, REST integrations, OpenAI and Anthropic APIs, Docker. Not sure which package fits your idea? Message me first - I will help you scope it.
Custom Python & AI Automation — Scripts, Bots & Data Pipelines
Need a custom Python automation built for your exact workflow? I turn manual, repetitive work into small, reliable scripts - delivered fast, with source code. WHAT I CAN BUILD - Telegram bots: booking, orders, notifications, admin panels - Gmail & Google Sheets automation: triage, reports, exports, syncing - CSV/Excel processing: merging, cleaning, deduplication, formatted reports - API integrations and data pipelines: REST, webhooks, scheduled jobs - Scrapers and data extraction into clean CSV or Sheets - AI steps when useful: classification, extraction, summaries HOW IT WORKS 1. Order and send a short brief: what should happen, inputs and outputs, a sample if possible. 2. I confirm scope in chat before building - no surprises. 3. You receive commented Python source code, setup instructions and a short run-through. 4. Revisions are included (per package). Payment is held by Getly until you approve the delivery. STACK: Python 3, pandas, requests, Telegram Bot API, Gmail/Sheets APIs, scheduling (cron / cloud), OpenAI & Anthropic APIs. Not sure which package fits your task? Message me first - I will help you scope it.