Bench+BENCH+ PROFILE
Senior AI Engineer with hands-on delivery across LLM applications, RAG, agentic workflows, model evaluation, document automation, predictive ML, and computer vision systems.
BEST-FIT USE CASE
Not the primary fit: Pure product management, frontend-only delivery, or roles centered mainly on security operations would not align with the strongest demonstrated responsibilities.
EVIDENCE HIGHLIGHTS
Led a small AI engineering team on a production compliance automation platform, including architecture, sprint planning, stakeholder communication, and cloud deployment responsibilities.
Built an LLM-based document evaluation engine using custom LLM-as-judge methods and an internal knowledge base to assess document completeness and generate remediation output.
Implemented document ingestion for spreadsheet, PDF, and word-processing formats, including OCR with a vision-language model for scanned material.
Built a LangGraph-based multi-agent chatbot combining knowledge retrieval, web search, tool-calling, document generation, and status tracking.
Developed enterprise Generative AI, RAG, conversational AI, recommendation, and knowledge retrieval systems with vector databases and API workflows.
Architected LLM deployment pipelines using model packaging, containerization, orchestration, GPU optimization, and CI/CD automation.
Developed predictive analytics and multilingual NLP systems for transport, agriculture, and commodity workflows, including ETL pipelines, dashboards, APIs, embeddings, and knowledge graphs.
Implemented real-time computer vision systems for pose estimation, anomaly detection, object tracking, and edge inference using deep learning and CV libraries.
WORKING STYLE