About Me

Applied GenAI / AI Systems Engineer with 1.5+ years of experience building and deploying LLM-powered systems, automation platforms, and internal AI tools in production environments.

B.Tech in CSE @ CSPIT - CHARUSAT | Diploma in IT @ Lukhdhirji Engineering College - Morbi | Strong focus on GenAI, RAG systems, multi-agent architectures, and AI enablement across business functions.

I don't just build cool demos — I translate real organizational pain points into scalable AI solutions. My work spans LLM platforms, automation workflows, and cross-functional AI transformation initiatives.

Experience

Associate AI/ML Engineer

Full-time
Motadata (MindArray Systems Pvt. Ltd.) • Ahmedabad, India
Jun 2025 - Present
  • Designed and deployed LLM-powered internal platforms using RAG (Weaviate, PGVector) for Sales, Operations, and QA teams.
  • Built an internal MCP-based multi-agent AI platform (on Agno) supporting document Q&A, ticket resolution, and automated test-case generation.
  • Developed single-agent, multi-agent, and hierarchical agent systems with orchestration, access control, and logging.
  • Built an end-to-end Hardware & BOQ system reducing 2 days of manual work to 2 hours for Sales/Presales teams.
  • Implemented WhatsApp ticket automation serving ~200 customers with 10–20 tickets/day using Meta APIs and n8n.

R&D AI Engineer (Intern → Full-Time)

Internship
Motadata • Ahmedabad, India
Aug 2024 - May 2025
  • Conducted deep research on Text2SQL systems (schema grounding, query planning, execution strategies).
  • Evaluated automation frameworks (n8n, Dify, Zapier-class) for enterprise AI workflow suitability.
  • Built multi-agent automated blog generation pipeline publishing 2-3 external blogs/week.
  • Led architectural analysis of MoveWorks (closed-source) to inform internal product strategy.

Data Science Intern (R&D)

Internship
Trionic Technologies LLP • Remote
May 2024 - Jun 2024

Worked on LLM localization using Mistral 7b v0.3 Instruct model, hosted via Ollama/LMStudio with Docker containerization for cross-platform deployment.

Forage Virtual Intern

7 Micro-Internships
VISA, AWS, Goldman Sachs, Quantium, Deloitte, British Airways, Accenture
May 2023 - Jun 2023

Completed internships across API Development, Solutions Architecture, Cyber Security, Data Analysis, and Software Development Infrastructure.

AI Transformation & Enablement

Worked directly under CEO, COO, AIOps Manager, and ServiceOps Manager to drive organization-wide AI transformation initiatives.

  • Conducted 1:1 discovery sessions with 9 departments to identify pain points and automation opportunities
  • Designed and delivered cross-department AI enablement sessions focused on practical, outcome-driven usage
  • Created and distributed AI enablement packages (guides, tools, workflows) for different business functions
  • Established monthly internal AI newsletters highlighting relevant tools, frameworks, and use cases
  • Personally built complex AI systems where requirements exceeded self-serve capabilities

Education

Bachelor of Technology

Computer Science & Engineering
CSPIT - CHARUSAT
2022 - 2025

Focused on advanced computing, machine learning, and software engineering fundamentals.

Diploma of Engineering

Information Technology
Lukhdhirji Engineering College - Morbi
2019 - 2022

Foundation in programming, database systems, and web technologies.

Tech Stack

GenAI / LLMs

  • RAG Systems & Text2SQL
  • Multi-Agent Architectures
  • LangChain / LlamaIndex
  • Prompt Engineering
  • Agent Orchestration

ML & Data Science

  • TensorFlow / PyTorch
  • Vector Databases
  • Embeddings & Evaluation
  • Model Development

Automation & Infra

  • n8n / Dify / MCP Frameworks
  • Docker / Kubernetes
  • Weaviate / PGVector
  • PostgreSQL / MongoDB

Languages & Cloud

  • Python / C++
  • JavaScript / TypeScript
  • AWS / GCP / Azure
  • Git / Postman