Vinay Gupta

Co-Founder

Bengaluru, Karnataka, India11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in architecting production-grade AI systems.
Founder of NeuraX AI, focusing on Agentic AI research.
Proven track record in AI reliability and governance.

Stackforce AI infers this person is a leading architect in AI-driven systems and governance within the tech industry.

Contact

Skills

Core Skills

System ArchitectureApplied AiAi ReliabilityFull-stack DevelopmentApi DevelopmentAi ArchitectureGovernance

Other Skills

Large Language Models (LLM)MiddlewareSafety ProtocolsLLMOpsProduction Readinesshtml/cssAPIReactNLPProject ManagementPublic SpeakingMentoringCloud ComputingCoaching & MentoringStrategic Thinking

About

I'm a System Thinker and AI Engineer focused on building software that works in the real world, not just in notebooks. My work bridges the gap between Full-Stack Engineering (Architecture, Deployment, Mobile/Web) and Applied AI (NLP, Local Models, Fine-Tuning). 🔧 What I’m Building Principal AI Engineer | @GDI Nexus (Remote) Leading end-to-end product engineering for CRM and EdTech solutions. In a lean startup environment, my role is about ownership: wearing every hat needed to ship production-grade software: • System Architecture: Designing scalable backends and real-time services (SignalR, Cloud Infra). • Mobile & Web: Leading development across iOS, Android, and Web platforms to ensure seamless delivery. • Applied AI: Integrating NLP models and fine-tuning local LLMs (LoRA/Qwen.., etc.) for domain-specific constraints. • Execution: From architecture design to App Store submission, I own the pipeline. Founder | @NeuraX AI (Research Initiative) My personal sandbox for exploring the bleeding edge of Agentic AI and Orchestration. • This is where I develop frameworks like the "Blast Radius Protocol" for AI reliability and experiment with Multi-Agent Systems. • Contributing architectural feedback to industry discussions (including recent reviews for Google's AI leadership manuscripts on Reasoning Engines). 💡 Core Philosophy I believe in Pragmatic Engineering. Whether it's a simple API or a complex neural network, the goal is the same: Reliability, Cost-Efficiency, and User Value. 🤝 Let’s Connect, Always open to discussing AI Engineering, System Design, and the future of software.

Experience

11 mos

Total Experience

11 mos

Average Tenure

11 mos

Current Experience

Gdi nexus

2 roles

Principal AI & Data Science Engineer

Promoted

Jun 2025 – Present · 11 mos · Ooty, Tamil Nadu, India · Hybrid

𝐒𝐩𝐞𝐚𝐫𝐡𝐞𝐚𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐞𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐢𝐧𝐠 𝐫𝐨𝐚𝐝𝐦𝐚𝐩 𝐟𝐨𝐫 𝐆𝐃𝐈’𝐬 𝐭𝐫𝐚𝐧𝐬𝐢𝐭𝐢𝐨𝐧 𝐟𝐫𝐨𝐦 𝐬𝐭𝐚𝐧𝐝𝐚𝐫𝐝 𝐭𝐨𝐨𝐥𝐬 𝐭𝐨 𝐀𝐮𝐭𝐨𝐧𝐨𝐦𝐨𝐮𝐬 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐒𝐲𝐬𝐭𝐞𝐦𝐬. 𝐌𝐲 𝐦𝐚𝐧𝐝𝐚𝐭𝐞 𝐢𝐬 𝐭𝐨 𝐛𝐫𝐢𝐝𝐠𝐞 𝐭𝐡𝐞 𝐠𝐚𝐩 𝐛𝐞𝐭𝐰𝐞𝐞𝐧 "𝐒𝐭𝐨𝐜𝐡𝐚𝐬𝐭𝐢𝐜 𝐈𝐧𝐭𝐞𝐥𝐥𝐢𝐠𝐞𝐧𝐜𝐞" (𝐋𝐋𝐌𝐬) & "𝐃𝐞𝐭𝐞𝐫𝐦𝐢𝐧𝐢𝐬𝐭𝐢𝐜 𝐑𝐞𝐥𝐢𝐚𝐛𝐢𝐥𝐢𝐭𝐲" (𝐄𝐧𝐭𝐞𝐫𝐩𝐫𝐢𝐬𝐞 𝐂𝐨𝐝𝐞).
𝐂𝐨𝐫𝐞 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐚𝐥 𝐅𝐨𝐜𝐮𝐬:
🔹 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐎𝐫𝐜𝐡𝐞𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: Designing the "Governance Sandwich" architecture, separating high-velocity inference from high-risk execution using middleware routers.
🔹 𝐑𝐮𝐧𝐭𝐢𝐦𝐞 𝐒𝐚𝐟𝐞𝐭𝐲 𝐏𝐫𝐨𝐭𝐨𝐜𝐨𝐥𝐬: Implementing proprietary "Blast Radius" protocols (Zone 1/Zone 2) to ensure AI agents cannot execute unauthorized financial or data-altering actions without consensus.
🔹 𝐅𝐮𝐥𝐥-𝐒𝐭𝐚𝐜𝐤 𝐀𝐈 𝐏𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬: Engineering the end-to-end stack, from fine-tuning domain-specific SLMs (Qwen/Llama with LoRA) to managing real-time websocket layers (SignalR) for sub-second latency.
🔹 𝐏𝐫𝐨𝐝𝐮𝐜𝐭𝐢𝐨𝐧 𝐑𝐞𝐚𝐝𝐢𝐧𝐞𝐬𝐬: Establishing the LLMOps pipeline (Eval sets, RAG optimization, and Context Caching) to move prototypes into production environments with <1% hallucination rates.

System ArchitectureLarge Language Models (LLM)Applied AI

Software Developer

Feb 2025 – May 2025 · 3 mos · Ooty, Tamil Nadu, India · Hybrid

𝐄𝐧𝐠𝐢𝐧𝐞𝐞𝐫𝐞𝐝 𝐭𝐡𝐞 𝐟𝐨𝐮𝐧𝐝𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐟𝐫𝐨𝐧𝐭𝐞𝐧𝐝 𝐚𝐧𝐝 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐥𝐚𝐲𝐞𝐫𝐬 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐟𝐢𝐫𝐦'𝐬 𝐟𝐥𝐚𝐠𝐬𝐡𝐢𝐩 𝐇𝐲𝐛𝐫𝐢𝐝-𝐁𝐨𝐭.
🔹 𝐒𝐲𝐬𝐭𝐞𝐦 𝐈𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧: Built the React-based interface for the AI-integrated hybrid bot, establishing the initial patterns for NLP-driven user interaction.
🔹 𝐏𝐞𝐫𝐟𝐨𝐫𝐦𝐚𝐧𝐜𝐞 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Refactored legacy codebases to support dynamic API workflows, reducing load times and improving cross-platform compatibility (iOS/Android/Web).
🔹 𝐑𝐚𝐩𝐢𝐝 𝐏𝐫𝐨𝐭𝐨𝐭𝐲𝐩𝐢𝐧𝐠: Collaborated directly with leadership to translate business logic into functional software, laying the groundwork for the current agentic roadmap.

html/cssAPIFull-Stack DevelopmentAPI Development

Neurax ai

Founder & AI Architect (Research & Advisory)

Mar 2025 – Present · 1 yr 2 mos · Hybrid

𝐍𝐞𝐮𝐫𝐚𝐗 𝐀𝐈 𝐢𝐬 𝐦𝐲 𝐢𝐧𝐝𝐞𝐩𝐞𝐧𝐝𝐞𝐧𝐭 𝐫𝐞𝐬𝐞𝐚𝐫𝐜𝐡 𝐚𝐧𝐝 𝐚𝐝𝐯𝐢𝐬𝐨𝐫𝐲 𝐢𝐧𝐢𝐭𝐢𝐚𝐭𝐢𝐯𝐞 𝐟𝐨𝐜𝐮𝐬𝐞𝐝 𝐨𝐧 𝐭𝐡𝐞 𝐚𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐨𝐟 𝐀𝐠𝐞𝐧𝐭𝐢𝐜 𝐒𝐲𝐬𝐭𝐞𝐦𝐬 𝐚𝐧𝐝 𝐀𝐈 𝐆𝐨𝐯𝐞𝐫𝐧𝐚𝐧𝐜𝐞.
𝐅𝐨𝐜𝐮𝐬 𝐀𝐫𝐞𝐚𝐬:
🔹 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐚𝐥 𝐀𝐝𝐯𝐢𝐬𝐨𝐫𝐲: Consulting for early-stage startups, healthcare, educational institutions, etc. on AI strategy, tool selection & "Prototype-to-Production" roadmaps.
🔹 𝐒𝐚𝐟𝐞𝐭𝐲 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤𝐬: Developing and testing proprietary governance frameworks (such as the "Blast Radius Protocol") to manage risk in autonomous agent workflows.
🔹 𝐑&𝐃 𝐒𝐚𝐧𝐝𝐛𝐨𝐱: Building lightweight, purpose-built automation tools using Python and open-source NLP libraries to stress-test agent orchestration patterns.

Project ManagementAPIAI ArchitectureGovernance