Description
What You'll Do :

Problem / Chance Discovery
- Sit with a business or clinical leader and reframe an idea or problem into something concrete and buildable.
- Know what to build by the end of the conversation; have a working prototype to react to by the end of the week.
- Partner closely with product, design, and client stakeholders to translate ambiguous ideas into software that ships.
- Demo live without a slide deck.
- Reframe problems out loud.
- Don't get stuck waiting for someone else to make the decision.
- Lead POCs, innovation sprints, and internal research experiments to validate emerging AI techniques.
- Build (fast) with AI

When the brief is clear, head down and produce :
- Build modular backends in Python or TypeScript aligned with clean architecture, OOP, SOLID, and domain-driven design.
- Create full stack applications, APIs, agents, workflows, and similar systems using frameworks such as Next.js, React, Fast API, Fastify, FastMCP, and Hono.
- Architect and ship production-grade agentic applications using Lang Graph, AutoGen, Claude Agent SDK,



OpenAI Assistants, or your own orchestration layer.
- Integrate frontier and self-hosted LLMs (Claude, GPT, Gemini, open-weight models) with tools, data, and external systems through MCP and custom connectors.
- Apply RAG techniques where they actually help : vector databases (Pinecone, Chroma, Weaviate, pgvector), hybrid retrieval with Elasticsearch or Solr, and BM25 + similarity search.
- Work across relational, document, key-value, and graph stores as the problem demands; use event-driven patterns where they fit, not by default.
- Design prompt and context engineering frameworks that optimize accuracy, repeatability, cost, and latency.
- Use AI-assisted development tools (Claude Code, GitHub Copilot, Cursor, Codex) through structured workflows, native instructions, templates, and sub-agents with discipline and review.
- Fine-tune or adapt models where the problem genuinely calls for it.

Test

📌 Newpage - AI Full Stack Engineer - Python/React.js (Kolkata Metropolitan Area)
🏢 NewPage Solutions
📍 Kolkata Metropolitan Area