Services

Full-spectrum consulting — from data wrangling and editing to advanced backend infrastructure. I tackle the messy problems that others avoid.

📊 Data & Administrative Tasks

▸ Data entry and migration — accurately move and transform data between systems, spreadsheets, and databases.
▸ Spreadsheet cleanup and formatting — take messy CSVs and Excel files and turn them into clean, structured, well-documented datasets.
▸ Document and file organization — build naming conventions, folder structures, and tagging systems for teams drowning in digital clutter.
▸ PDF and image OCR — extract text from scanned documents, handwritten notes, and image-heavy PDFs using state-of-the-art OCR pipelines.
▸ Data labeling and preparation for ML — curate, clean, and label datasets for machine learning projects with attention to edge cases.
▸ Light research and fact-checking — dig up sources, verify claims, and organize findings into structured briefs.
▸ Transcription services — convert audio and video recordings into clean, timestamped written transcripts.
▸ Database entry and QA — enter, audit, and validate database records with thorough quality assurance processes.

✏️ Proofreading & Editing

▸ Copy editing — polish grammar, style, and clarity in blog posts, articles, white papers, and marketing copy.
▸ Technical editing — review documentation, API references, tutorials, and code comments for accuracy, consistency, and readability.
▸ Academic proofreading — line-by-line review of research papers, theses, and grant proposals for grammar, flow, and formatting.
▸ Structural editing — reorganize content for logical flow, remove redundancy, and improve narrative coherence in long-form documents.
▸ Style guide enforcement — ensure your writing conforms to AP, APA, MLA, Chicago, or custom in-house style guides.
▸ Resume and CV review — sharpen bullet points, fix formatting, and optimize for ATS and human readers alike.

⚙️ Advanced Technical Support (Backend & Automation)

▸ Scripting and automation — write Python, JavaScript, and shell scripts to automate repetitive tasks, data processing, and file management.
▸ Web scraping and data extraction — build resilient scrapers for sites large and small, with anti-detection measures and structured output.
▸ Tool and utility development — create custom CLI tools, internal dashboards, and microservices to solve specific workflow pain points.
▸ API integration and development — connect third-party APIs, build REST and GraphQL endpoints, and handle authentication and rate-limiting.
▸ Cloudflare Workers and edge functions — deploy serverless applications on Cloudflare's edge network for low-latency, global performance.
▸ Blockchain and smart contract interaction — read and write to blockchains, verify on-chain data, and build lightweight dApp backends.
▸ Computer vision pipeline setup — configure object detection, tracking, and image processing workflows using OpenCV and deep learning models.
▸ Database setup and querying — design schemas, write complex SQL queries, set up PostgreSQL, SQLite, and handle migrations.
▸ LLM prompt engineering and pipeline integration — design prompts, chain LLM calls, build RAG pipelines, and integrate AI into existing workflows.
▸ System debugging and troubleshooting — diagnose mysterious server errors, configuration issues, and deployment failures across the stack.

Competitive rates. Every project is scoped individually based on complexity and timeline. I offer hourly, fixed-price, and retainer arrangements. Let's talk about what you need.

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