Manoj Abraham

“25+ year professional exploring entrepreneurship; previously helped develop corporate venture capital at Siemens and AVEVA and ran end-to-end diligence through deal close, with heavy technical diligence on pre-seed/pre-revenue companies. Interested in building an AI-enabled hard lending/origination approach to reduce decision-to-close time and scale in a large lending market, and prefers VC studio/EIR models with paid roles rather than equity-only arrangements.”

“Built and deployed a production RAG-based semantic search and summarization system for large legal/technical document sets, owning the full backend (embeddings, vector store, chunking, prompting) and driving a reported 40–60% reduction in manual review time. Experienced with LangChain/LlamaIndex plus Airflow/Temporal-style orchestration, and applies rigorous evaluation/monitoring (A/B tests, drift detection, staged rollouts) to keep agentic systems reliable. Also partnered with a supply-chain manager at TE Connectivity to deliver an AI inventory recommendation tool projected to drive millions in value.”

“Led an end-to-end regional sourcing strategy at AMAT for consumables and high-value critical parts, including risk/mitigation planning, cross-functional execution, and executive-level reporting. Successfully influenced internal business unit leaders to shift procurement away from captive suppliers by validating and improving regional supplier capability and reliability, while building a repeatable playbook for the team.”

“Real Estate & Construction professional at Analog Devices who built a cross-functional "single source of truth" system (Excel to Smartsheet) integrating tools like CoStar and Conga. Previously co-founded a Shanghai-based communications coaching consultancy serving eBay middle managers, handling incorporation, branding/marketing (including WeChat), office negotiation, and growth through increased class frequency and mentoring.”