Vikas Gavandi

My Journey & Capabilities

My career sits at the intersection of structure, design, and technology, backed by a deep theoretical understanding of complete systems, including modern AI-driven architectures.

I started with 2D AutoCAD civil wireframes, where precision and structural thinking shaped how I approach systems from the ground up. I then moved into newspaper layout and publishing, mastering information hierarchy, speed, and clarity—how content flows and how users consume information under real constraints.

Over 8 years in graphic design, UX/UI, motion graphics, and video editing, I built strong expertise in visual storytelling, animation, interaction design, and user psychology. I’ve worked on explainer videos, product visuals, transitions, and motion-led narratives—learning how timing, movement, and visuals guide attention and emotion. This experience deeply influences how I design digital products, onboarding flows, and user experiences today.

For the past 7 years, I’ve been working as a software developer, building end-to-end systems across frontend, backend, databases, AI, and RAG pipelines, with hands-on involvement in system architecture and design. I combine practical implementation with theoretical depth, understanding how systems behave under scale, load, and failure.

AI & RAG Expertise

I design and build AI-powered systems with a strong focus on Retrieval-Augmented Generation (RAG) as an architectural pattern, not just a feature:

Designing production-grade RAG pipelines

Knowledge ingestion, document parsing, chunking, embeddings, and vector search

Context optimization, prompt engineering, and grounding responses

Reducing hallucinations through controlled retrieval and relevance ranking

Integrating AI services into existing products and workflows

Evaluating trade-offs between accuracy, latency, scalability, and cost

I treat AI as a first-class system component, designed, monitored, and optimized like any other critical infrastructure.

What I’m Capable Of

End-to-end system & product development

Deep theoretical and practical system design knowledge

AI & RAG architecture, implementation, and optimization

Frontend engineering with UX and motion-driven thinking

Backend & API design for scalable systems

Database modeling, data flow & performance optimization

Motion graphics & video editing for product storytelling

Architecture trade-offs, scalability & failure handling

Bridging design, engineering, AI, and storytelling into one cohesive solution