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AMIT DASADIYA

@amitdasadiya

Full Stack Developer at Binary Geckos who engineered a RAG pipeline that cut manual content effort by ~80% for an AI-powered e-commerce platform.

India

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At Binary Geckos, I architect NestJS REST APIs for an AI-powered e-commerce platform and built a RAG pipeline using LangChain and OpenAI embeddings. It reduced manual content effort by ~80% while supporting context-aware responses and personalized product recommendations.

I also developed Next.js frontends and integrated BullMQ, Redis, and PostgreSQL to support background processing and improve API performance. I deployed containerized services to AWS EC2/S3 with CI/CD pipelines.

For SamadhanAI, an AI-powered grievance chatbot for the Ministry of Housing and Urban Affairs, I led the AI architecture as project lead and helped deliver an MVP in a 34-hour hackathon sprint. The project was a Top-5 national finalist in Smart India Hackathon 2023.

Experience

Work history, roles, and key accomplishments

Current

Full Stack Developer

Current

Binary Geckos

Jan 2024 - Present (2 years 10 months)

Architected scalable NestJS REST APIs with Prisma ORM and PostgreSQL for an AI-powered e-commerce platform. Engineered a RAG pipeline using LangChain and OpenAI embeddings, reducing manual content effort by ~80%.

NestJS Prisma ORM PostgreSQL Lang Chain OpenAI Anthropic BullMQ Redis Next.js TypeScript Tanstack Query React JWT RBAC GraphQL Docker Compose EC2 S3 CI CD Jira

Full Stack Developer (Intern)

Atulyam Technolabs

Jul 2023 - Dec 2023 (5 months)

Developed scalable React.js and Next.js frontends across multiple client projects, integrating REST APIs with TanStack Query. Improved Lighthouse performance scores by ~25% using SSR, code-splitting, and lazy loading.