Jared C.

AI/ML engineer and software developer with 3+ years of experience building production systems. I help businesses automate workflows with AI agents and build ML pipelines that actually ship. What I build: AI Agents & Automation: Lead qualification systems, CRM integrations, chatbots, workflow automation using LangChain, LangGraph, n8n, and custom solutions. I've built end-to-end automation for SMBs that handle lead intake, customer communication, and pipeline management. ML & Signal Processing: Real-time audio/speech processing, embeddings, classification models, fraud detection systems, sensor fusion pipelines. Currently doing audio perception research at Johns Hopkins. Full-Stack Development: Python, Rust, TypeScript, React. REST APIs, PostgreSQL, AWS, GCP. Production backend systems that handle real data at scale. Recent work: - Automated sales and lead onboarding system for a contracting company (LLM + QuickBooks + Mailchimp integration) - Phishing email detection using embeddings and classification - Real-time sensor data pipelines for a research platform - Audio feature extraction and ML classification systems Stack: Python, Rust, C++, TypeScript, React, LangChain, LlamaIndex, FastAPI, PostgreSQL, AWS, GCP, Docker MS Applied Mathematics, Johns Hopkins University. Previously software engineer at a fintech startup. Available for AI automation, ML engineering, backend development, and signal processing projects.