Gathering knowledge
Shivanshi Tripathi is Co-founder, AI Researcher, and Backend Microservices Developer at Cogerphere AI Labs in Lucknow, India. She builds the backend systems, AI pipelines, and production infrastructure that power Cogerphere's research products — from Openbentt and Meridian 0.1 to Cobentt.
Her work spans scalable microservices with Node.js and PostgreSQL, real-time systems over WebSockets, LLM integration and fine-tuning pipelines, and context engineering to improve retrieval quality and model behavior. She has contributed directly to Meridian 0.1 research — including AI architecture, evaluation methodologies, reasoning systems, and local deployment for researchers.
Python, Java, JavaScript, and TypeScript — including Python expertise in file handling, networking, database integration, NumPy, Pandas, Matplotlib, and Scikit-learn for data-driven AI workflows.
Node.js, Express, REST APIs, WebSockets, Prisma, and PostgreSQL/MongoDB/MySQL for scalable backend systems. Builds modular, production-ready services with optimized database handling and real-time data streaming.
Cogerphere AI Labs
6 months – Present
Lucknow, India
Maharishi University of Information Technology (MUIT)
2024 – 2027
Lucknow, India
IBM
Completed
Online
Active research and engineering focus at Cogerphere — ongoing programs rather than shipped products.
Shivanshi is a co-author of the published Meridian 0.1 paper — Why Data Design Beats Method Innovation — a data-first academic proofreading study introducing Meridian-AC-Nano, a 751.6M-parameter multi-task academic assistant. Her work focuses on AI architecture, evaluation methodologies, reasoning systems, and deployment patterns that keep inference local and researcher-controlled.
Products and platforms built at Cogerphere — from research workspaces to developer tooling.
Shivanshi contributed to Cobentt — Cogerphere's all-in-one AI workspace for documents, slides, sheets, deep research, chat, websites, and smart contracts. She built backend services and AI pipelines behind the deep research, document, and smart-contract workflows.
Read about the Context Intelligence Framework, the published Meridian 0.1 paper, and the applied research behind Cogerphere's local-first systems.
