Full Stack Engineer

hands-on, product-minded full-stack developer

Location - Kochi, Bangalore | Years of experience - 1-3 Years

Hire22.

Responsibilities

• Build and experiment with AI-first features powered by LLMs, embeddings, vector databases, and prompt-based workflows
• Fine-tune or adapt AI/ML models for specific use cases such as job matching, summarization, scoring, and classification
• Integrate and orchestrate AI capabilities using tools like Vertex AI, LangChain, Cursor, n8n, Flowise, etc.
• Work with vector databases and implement retrieval-augmented generation (RAG) patterns to build intelligent, context-aware AI applications.
• Design, build, and maintain full-stack web applications using Next.js and Python as supporting layers around core AI functionality
• Rapidly prototype ideas, test hypotheses, and iterate fast based on feedback
• Collaborate with product, design, and founders to transform internal ideas into deployable, AI-powered tools
• Building internal AI agents, assistants, or copilots
• Building tools for automated decision-making, resume/job matching, or workflow automation

Skills

• Full-Stack Proficiency: Strong command of JavaScript/TypeScript with experience in modern frameworks like React or Next.js. Back-end experience with Python (FastAPI), orGo.
• Database Fluent: Comfortable working with both SQL (MySQL) and NoSQL databases (MongoDB, Redis), with good data modeling instincts.
• AI/ML First Mindset: Hands-on with integrating and optimizing AI models using frameworks like OpenAI, Hugging Face, LangChain, or TensorFlow. You understand LLM architecture, prompt engineering, embeddings, and AI orchestration tools. You’ve ideally built or experimented with AI-driven applications beyond just using APIs..
• Builder Mentality: Passionate about product thinking and going from zero to one. You take ownership, work independently, and execute quickly without waiting for perfect clarity.
• Problem Solver: You break down complex problems, learn fast, and deliver clean, efficient solutions. You value both speed and quality.
• Communicator & Collaborator: You express your ideas clearly, ask good questions, and keep teams in sync by sharing progress and blockers openly.