pvb

work

Projects

Synapse Drive – Centralized Resource Platform

Built a Notion-meets-GitHub hub for knowledge sovereignty.

Leads Wizard – AI‑Driven Lead Qualification

Used LLM orchestration to rank and qualify sales leads with dynamic input vectors.

Recursive Self-Referential Compression (RSRC): AI’s Survival Map

A dual-metric framework for sustainable AI that prioritizes efficiency over brute-force scaling.

Research & Publications

Recursive Self-Referential Compression (RSRC): AI's Survival Map in the Post-Scaling Era

MURST Research Initiative, 2025

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Cordyceps militaris: Culturing, Optimization and Bioactive Compound Analysis

Research Paper (IEEE format), 2023

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