Explore real automation solutions and results we've delivered for clients.
Built a multi-agent validation system to replace a 3-month manual payroll data quality process. Validates SAP payroll data using SQL queries and flat file comparisons with a deterministic checklist and AI-generated validation rules. Reduced manual effort and increased accuracy across multiple pay groups. Includes a Streamlit MVP, LangGraph agents, FastAPI backend, and SQLite-based schema storage.
Desiged and deployed a hybrid Retrieval-Augmented Generation (RAG) system for internal aerospace engineers. Data pipelines written in C# extracted and ingested millions of records into Elasticsearch. Leveraged ELSER v2 for semantic retrieval combined with keyword search to enable hybrid passage ranking. Integrated ChatGPT via Streamlit to build a user-friendly search assistant. Application serves over 6,000 internal users daily and powers high-accuracy technical question answering at scale.
Deployed an Elasticsearch-based cluster to index and search telemetry from over 5,000+ space system sensors. Built anomaly detection models and dashboards to surface critical issues automatically, replacing hours of manual spreadsheet review by operators. Enabled rapid triage and insight across terabytes of structured data.
Automated marketing and reporting workflows, saving 25 hours per week. Solution and marketing tasks reached 90% completion automatically, allowing humans to verify and approve with minimal effort. Led to a 4x increase in sales.
Automated report generation with AI, saving 4 hours per report. Enabled more time for lead capture and client work, resulting in a 32% increase in yearly profits.
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