Engineered for Impact
A comprehensive track record of enterprise AI implementations, GPU-accelerated computing pipelines, financial trading systems, and mission-critical software solutions.
Multi-GPU Data Acceleration Pipeline with RAPIDS & Polars
Accelerated complex data wrangling workloads by migrating CPU-bound Pandas/Polars operations to an enterprise GPU-accelerated environment.
Real-Time Financial & News Feed Streaming Ingestion Pipeline
High-throughput async ingestion engine capturing real-time WebSocket feeds and historical data from Feeder.co into analytical databases.
Automated Financial Document Extraction & OCR Pipeline
Intelligent computer vision and OCR system that automatically parses, extracts, and validates financial data from mixed-format invoices and receipts.
Claude AI Model Context Protocol (MCP) Enterprise Setup
Deployment, cross-platform adaptation, and stabilization of Claude AI Model Context Protocol (MCP) infrastructure.
AI Policy Compliance & Multi-Manual Audit Framework
Centralized AI audit tool that reads, cross-references, and detects discrepancies across disparate institutional policy manuals.
Evernote Workflow Automation & Metadata Organizer
Automated cloud note restructuring and metadata standardization engine integrated via the Evernote API.
Intelligent Multi-Tier Document OCR & Routing System
Automated document ingestion system that extracts structured text from scanned files and auto-routes them into secure directory hierarchies.
Voice-to-BI Natural Language Analytics Interface
Proof of Concept empowering business users to query SQL databases using spoken voice commands with real-time interactive chart rendering.
High-Frequency Algorithmic Trading Software Stabilization & AI Tuning
Full codebase optimization and exception-handling hardening for an experimental algorithmic trading system integrated with Interactive Brokers (IBKR).
Intelligent Document Digitization, Summarization & Entity Linking
OCR extraction coupled with Natural Language Processing to generate executive summaries, title suggestions, and entity relationships.
Enterprise Chatbot Architecture & OpenAI Assistant API Modernization
Architectural code review, prompt-chaining refactor, and OpenAI Assistant API migration roadmap for a Django/React enterprise bot.
Custom Deep Learning OCR for Handwritten Historical Scans
Bespoke optical character recognition models trained specifically for unstructured, complex handwritten documents where commercial OCRs failed.
Quantitative Trading Script Bug Resolution & Execution Hardening
Debugging, mathematical logic validation, and execution latency optimization for a private quantitative trading script.
High-Priority Selenium Ingestion Worker Hotfix
Emergency same-day refactor of a mission-critical web automation scraper to bypass sudden UI changes and anti-bot obstacles.
Bare-Metal to Laptop Enterprise Software Migration Solution
System-level migration of proprietary enterprise software without original source installation packages or vendor support.
Natural Language Query Engine for World Bank Macroeconomic Data
AI-driven semantic interface translating conversational questions into precision World Bank API queries and structured data summaries.
High-Fidelity AI Voice Production & Audio Compliance Pipeline
AI voice-over production pipeline built for broadcast media compliance, emotional pacing, and audio clarity.
Spectral Audio Restoration & Background Noise Isolation Engine
Advanced digital signal processing to eliminate severe acoustic noise (running water) from critical video dialogue for transcription.
Image Preprocessing & OCR Precision Optimization for PDF Extraction
Algorithmic image preprocessing engine to enhance low-contrast, low-resolution PDF text for optical recognition.
End-to-End Headless Web Publishing & CMS Automation Engine
Automated ingestion and publication engine converting CSV inventories into live, categorized e-commerce and media listings.
ASN.1 BER Binary Telecom Record Decoder & JSON Converter
High-performance binary decoder translating ASN.1 BER Call Detail Records (CDRs) into human-readable JSON schemas.
LLaMA Open-Source Model Function Merging & Async Evaluation
Low-level code integration and optimization of custom generation and evaluation loops for LLaMA architectures.
Automated Spreadsheet ETL & Google Sheets Reporting Pipeline
Resilient data pipeline automating spreadsheet transformations, pivot table builds, and executive financial reports.
Algorithmic Trading Risk Engine & Interactive Brokers DB Persistence
Comprehensive audit, risk check validation, and SQLite transactional database integration for an automated trading bot.
Multi-Column Historical PDF Document Digitization via LayoutParser
Automated extraction and structural reconstitution of complex multi-column historical archives (pages 233–478).
Need a Custom Technical Solution?
If your specific requirement isn't listed above, we architect bespoke pipelines and systems tailored to your stack and operational constraints.