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Full Stack Engineer with 2+ years in Next.js, Node.js & AI Systems
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Assessing your cultural and operational fit
Full-Stack Developer with 2.5+ years of experience building and shipping features on a production-grade, multi-tenant SaaS platform using Next.js, Node.js, PostgreSQL, and Prisma. Independently owned CSV/Excel ingestion pipelines, REST API development, and front-end features; collaborated closely with senior engineers on RAG-based AI systems, async job processing, and real-time streaming chat. Comfortable working in fast-paced remote teams and actively seeking Full-Stack, React, or Node.js roles — Remote or Hybrid.
Christ University, Bengaluru
Master of Computer Applications (MCA) · Computer Applications
August 1, 2021 – June 30, 2023
Techno India College, Kolkata
Bachelor of Computer Applications (BCA) · Computer Applications
August 1, 2018 – June 30, 2021
NetNada Pty Ltd
Full-Stack Developer
September 1, 2023 – Present
India
RAG AI Assistant
May 28, 2026 – Present
Collaborated on architecture and integration of a multi-tenant RAG pipeline: PDF ingestion → chunking → embedding → pgvector retrieval, gaining deep exposure to production AI systems.
CSV/Excel Ingestion Pipeline
May 28, 2026 – Present
Independently designed and shipped end-to-end data ingestion for large-scale datasets, handling parsing, validation, and bulk-write optimization on the NetNada OS platform.
REST API Layer
May 28, 2026 – Present
Owned development of backend service endpoints for document uploads, semantic search, and knowledge retrieval, consumed by both internal UI and external integrations.
View ProjectCultural Fit Analysis
The candidate's experience with a multi-tenant SaaS platform and collaboration on AI systems indicates an ability to work in complex, team-oriented environments. Their project diversity, ranging from data ingestion to AI assistants, suggests a broad interest in different technical challenges. The explicit mention of working in fast-paced remote teams and seeking similar roles indicates a good cultural alignment for dynamic, distributed teams. However, the experience level of 2.5+ years might require some mentorship for a senior role.
Soft Skills & Operational Fit
The candidate demonstrates strong ownership and collaboration skills through their project descriptions. Their experience in a remote, fast-paced environment suggests adaptability and self-management. The detailed descriptions of problem-solving (e.g., optimizing queries, error recovery) indicate a practical, results-oriented approach. The candidate's active pursuit of Full-Stack, React, or Node.js roles aligns well with the target role.