I design and ship production AI systems — RAG pipelines, LLM fine-tuning, autonomous agent workflows, and scalable MLOps infrastructure. Founder & Lead AI Engineer at Pixartual, where I turn research-grade models into reliable, fast, and cost-efficient products.
I architect AI systems that actually work in production — not just demos.
Open to AI consulting, LLM fine-tuning contracts, RAG architecture reviews, and founding-engineer AI roles.
Experience
Pixartual
2025 – PresentFounder & Lead AI Engineer · Remote
Building AI-powered products, RAG systems, and AI automation workflows. Architecting multi-agent pipelines for client projects spanning document intelligence, voice AI, and code generation.
Freelance AI Engineering
2024 – 2025AI & Fullstack Developer · Remote
Delivered fine-tuned LLMs, semantic search systems, and AI-integrated web apps for startups across India, UK, and US. Contributed to open-source AI/ML tools on GitHub.
Education
Diploma in Computer Engineering
2024 – 2027Gujarat Technological University · Gujarat, India
Focusing on fundamental computer engineering, software design, systems programming, and algorithms.
Self-Taught Learning Path
2022 – PresentContinuous & Autonomous Learning
“Certain knowledge and skills can only be acquired through self-taught learning, rendering even substantial financial resources ineffective.”
This is my core philosophy. Wherever there is something to learn, I master it. Transitioned from a freelance graphic designer into full-stack development and AI engineering through deep, curiosity-driven self-study.
Projects
Socitree (Sagarithm Links)
Theme-aware personal digital identity directory featuring anti-FOUC theme syncing, Web Audio synth pops, and crawler-adapted routes.
CognitiveFlow (AI Agent Framework)
High-performance AI agent routing orchestration framework with real-time vector search, tool calling support, and autonomous loop execution.
Writing
All postsBuilding Production-Grade RAG Pipelines
Chunking strategies, embedding models, vector stores, and latency tradeoffs for RAG systems that survive real traffic.
ragllmvector-dbJun 2025ReadAutonomous AI Agents: Architecture & Pitfalls
The ReAct pattern, tool design, memory management, and how to prevent infinite loops in production agent systems.
ai-agentsreact-patternproductionFeb 2025Read