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I will build custom python data cleaning scripts and llm pipelines
Your On Demand Specialist for Data Scraping Mesh Repair and Code Automation
Need complex digital tasks handled without the headache? You're in the right place.
We help entrepreneurs, engineers, and makers solve tricky technical bottlenecks—turning raw, messy data into verifie...
Sobre este Serviço
I build lightweight, custom Python data cleaning scripts and production-ready LLM prompt pipelines tailored to your exact CSV/Excel data.
You supply your messy data sample I deliver clean, documented Python automation and structured prompt engines you run locally on your own API keys. 100% data privacy with zero expensive monthly SaaS subscriptions.
WHAT YOU GET:
DETERMINISTIC DATA CLEANING: Phone normalization (E.164), email validation, smart name splitting, encoding repair, and fuzzy deduplication.
OPTIMIZED PROMPT ENGINEERING: High-precision system prompts for OpenAI, Claude, or Gemini with strict constraints (zero hallucination).
STRUCTURED JSON OUTPUTS: Guaranteed schema formatting for direct CRM/database ingestion.
BATCH RUNNER SCRIPTS: Plug-and-play Python scripts with automatic error handling.
100% DATA PRIVACY:
Everything runs locally on your machine with your own keys.
HOW TO START:
Send a 520 row sample sheet showing your headers and columns to get started!
Perguntas frequentes
Do I need programming experience to run the Python scripts?
Not at all! I provide clean, plug-and-play scripts with step-by-step instructions. You simply place your CSV in the folder, add your API key to an environment file (if using AI tiers), and run a single command.
What AI models do you support?
All major LLM providers including OpenAI (GPT-4o / GPT-4o-mini), Anthropic (Claude 3.5 Sonnet / Haiku), Google Gemini 1.5/2.0, and local open-source models via Ollama.
How do you guarantee the AI won't return broken markdown or invalid JSON?
I utilize native structured output schemas (JSON Schema / Pydantic validation) and strict negative prompting so responses ingest directly into your CRM or database without parsing errors.
Will my data be kept private?
Absolutely. I only work with your anonymized 5–20 row sample to build the logic. Your full dataset remains strictly on your local machine.
