Selected work
Work across media, documents, research, and cloud integrations. Each summary focuses on the problem, the system, and measurable results.
Client data and sensitive implementation details have been removed. Figures are based on existing project records.
Media workflow automation
Combined Faster-Whisper transcription, LLM clip analysis, FFmpeg editing, metadata generation, and FTPS delivery in a cross-platform desktop tool.
Reduced editing time by about 80% based on existing production records.
Video content analysis
Combined Google Video Intelligence and Gemini to turn detected objects, scenes, and production techniques into stock-platform-ready English descriptions and keywords.
Supports 18 categories, with recorded cost estimates of US$0.0075–0.225 per video.
Generative media
A single interface for Vidu and Google Veo with CSV input, Google Drive, batch jobs, progress tracking, pause controls, and retry handling.
A modular codebase of more than 2,500 lines reduces the work required to switch generation providers.
Document intelligence
Parsed PDF and PPTX decks for structured evaluation across team, technology, R&D, business, and presentation quality.
Evolved through four major versions into a product specification with accounts, history, and billing.
Document intelligence
Handled more than ten formats—including PDF, OCR, DOCX, PPTX, and ZIP—to review required files, completeness, and risk.
Organized document inventory, overview scoring, and risk analysis into one consistent three-layer review.
Workflow automation
Connected CSV data, structured OpenAI validation, exception retries, and HTML email reports in n8n.
Nineteen nodes cover input, AI review, error handling, and notifications.
Research automation
Collected public grant pages, extracted eligibility and deadlines, and turned the results into a readable research response.
Recorded test cost was about US$0.01 per query.
Research and content
A four-stage workflow for research QA, content strategy, channel adaptation, and consistency review, with human checkpoints.
Preserves claim traceability and source requirements across every stage.
Tell me about the tools, data formats, and steps taking the most time. I can help identify a focused place to begin.