Full-Stack Developer – GCP, AI & Machine Learning

Company Description

Stratova.ai is a generative AI strategy and innovation partner that helps organizations build, deploy, and scale AI applications that deliver measurable business impact. The company supports the full lifecycle of Gen AI, from connecting and enriching proprietary data to designing custom pipelines with RAG, embeddings, and vector stores. Stratova.ai integrates open-source and commercial models, delivers enterprise-grade solutions with built-in governance and security, and continuously evaluates models for trust, safety, and performance.

With a seasoned team of AI engineers, data scientists, and transformation consultants, and deep experience in ASEAN markets, Stratova.ai offers both tailored services and a ready-to-deploy platform so clients can move confidently from experimentation to scaled operations.

Role Description: Full-Stack Developer – GCP, AI & Machine Learning

We are looking for a Senior Full-Stack Developer with 5+ years of professional experience to build scalable, production-ready enterprise applications powered by AI and machine learning on Google Cloud Platform.

Key Responsibilities

•⁠ ⁠Design and develop applications using React/Next.js, Node.js and Python.

•⁠ ⁠Build secure APIs, microservices, authentication and third-party integrations.

•⁠ ⁠Design data models using PostgreSQL, Firestore, BigQuery and vector databases.

•⁠ ⁠Integrate Gemini, Vertex AI, AI agents and enterprise knowledge sources.

•⁠ ⁠Build RAG pipelines using document processing, embeddings and vector search.





•⁠ ⁠Develop and integrate machine learning solutions for forecasting, classification, recommendation and NLP use cases.

•⁠ ⁠Deploy and manage applications using Cloud Run, Firebase, GKE and other GCP services.

•⁠ ⁠Implement automated testing, CI/CD, monitoring and security controls.

•⁠ ⁠Optimize application performance, cloud costs and system reliability.

•⁠ ⁠Lead code reviews and mentor junior developers and interns.

Required Experience

•⁠ ⁠5+ years of professional full-stack development experience.

•⁠ ⁠Robust expertise in React/Next.js, JavaScript/TypeScript and Node.js.

•⁠ ⁠Proficiency in Python and backend API development.

•⁠ ⁠Strong experience with SQL and NoSQL databases.

•⁠ ⁠Experience designing and deploying cloud-native applications.

•⁠ ⁠Strong understanding of system architecture, security, testing and performance optimization.

•⁠ ⁠Hands-on experience with Git, Docker and CI/CD pipelines.

Preferred Skills

•⁠ ⁠Experience with GCP services, including Cloud Run, Firebase, Firestore, BigQuery and Vertex AI.

•⁠ ⁠Knowledge of machine learning using Pandas, Scikit-learn, TensorFlow or PyTorch.

•⁠ ⁠Experience with LLMs, prompt engineering, RAG, embeddings and vector databases.

•⁠ ⁠Understanding of MLOps, model evaluation and AI observability.

•⁠ ⁠Experience building multi-agent or enterprise AI applications.

Role Outcome

•⁠ ⁠You will lead the development of secure and scalable full-stack applications, integrate AI and machine learning capabilities, and move enterprise use cases from prototype to production.

📌 Full Stack AI Developer - GCP - India (Remote)
🏢 Stratova.ai
📍 India