Work Experience

Mattoboard

• Built and owned an end-to-end ingestion pipeline across hundreds of suppliers; transformed unstructured data into precise, stakeholder-informed schemas via vision-enabled expert agents; scaled inventory from 5k to 50k+ in 6 months
• Shipped multimodal LLM + CV pipeline generating PBR maps (normal/roughness/etc.) using OpenCV; delivered realistic 3D assets and expanded the library 10x
• Delivered multimodal semantic search: tuned text+image embeddings, Pinecone retrieval, LLM query rewriting/generation, and parallel intelligent reranking with Firestore sync; reduced p95 latency from ~300s to <90s via concurrency and streaming
• Instituted LLMOps: offline eval harness, Langfuse dashboards, and budget-aware model routing across OpenAI/Claude/Gemini/OSS; achieved 2–10x unit-cost reductions while improving reliability

Machine Perception and Cognitive Robotics Laboratory, FAU

• Architected and launched zikaron.dev, an LLM-powered platform achieving 100 active users and successful academic validation
• Developed ravgtp.dev, implementing parallel processing of 5,500 documents using distributed computing and custom job queuing
• Managed large-scale data collection pipeline processing 25TB across 500 EC2 instances with Docker and Python
• Designed fault-tolerant systems using PostgreSQL for queue management and failover handling

Contrib.com

• Engineered autonomous LLM agent system managing 20,000 domains through research, content creation, and social media management
• Implemented complex playbooks using OpenAI function calling and structured outputs
• Built custom image generation pipeline using Stable Diffusion
• Designed scalable cron job architecture for automated content management

PureCipher

• Developed ML-based encryption schemas and steganography API
• Integrated computer vision models and LLMs for secure file processing
• Built robust Python backend services for encryption operations

• Developed iOS app using React Native and Expo
• Integrated live streaming LLM responses
• Generated $100 MRR with 20 monthly active users
• Retired (no longer active)