AI Full Stack Lead
Kochi, IN
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Milestone Technologies, Inc.
The world's leading companies partner with Milestone Technologies, an IT Services and Digital Solutions company to deliver IT services and technologies at scale, accelerate digital operations, develop innovative applications, and drive...We are seeking a Full Stack Developer with minimum of 5+ years of experience in Python, React, and AI/ML, who also has hands-on experience with application hosting on cloud platforms (VMs, App Services, Containers). This is a lead role where you will guide a team of 5 developers and work on building and deploying modern, intelligent web applications using AWS, Azure, and scalable backend/frontend architecture.
Responsibilities:
· Lead a team of 5 engineers across backend, frontend, and AI/ML components.
· Design and develop scalable full stack solutions using Python (FastAPI/Django/Flask) and React.js.
· Deploy and host applications using VMs (EC2, Azure VMs), App Services, and Containers (Docker/K8s).
· Integrate and operationalize ML/LLM models into production systems.
· Own infrastructure setup for CI/CD, application monitoring, and secure deployments.
· Collaborate cross-functionally with data scientists, DevOps engineers, and business stakeholders.
· Conduct code reviews, lead sprint planning, and ensure delivery velocity.
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Tech Stack & Tools:
· Frontend: React, Redux, Tailwind CSS / Material UI
· Backend: Python (FastAPI/Django/Flask), REST APIs
· AI/ML: scikit-learn, TensorFlow, PyTorch, Hugging Face, LangChain
· LLM : Azure Open AI , Cohere
· Cloud:
o AWS: EC2, Lambda, S3, RDS, SageMaker, EKS, Elastic Beanstalk
o Azure: App Services, AKS, Azure ML, Azure Functions, Azure VMs
· LLM:
o OpenAI / Azure OpenAI (GPT-4, GPT-3.5)
o Hugging Face Transformers
o LangChain / LlamaIndex / Haystack
o Vector DBs: Croma , Pinecone, FAISS, Weaviate, Qdrant
o RAG (Retrieval Augmented Generation) pipelines
· App Hosting: VMs (EC2, Azure VMs), Azure App Services, Docker, Kubernetes
· Database: PostgreSQL, MongoDB, Redis
· DevOps: GitHub Actions, Jenkins, Terraform (optional), Monitoring (e.g., Prometheus, Azure Monitor)
· Tools: Git, Jira, Confluence, Slack
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Key Requirements:
· 5–8 years of experience in full stack development with Python and React
· Proven experience in deploying and managing applications on VMs, App Services, Docker/Kubernetes
· Strong cloud experience on both AWS and Azure platforms
· Solid understanding of AI/ML integration into web apps (end-to-end lifecycle)
· Experience leading small engineering teams and delivering high-quality products
· Strong communication, collaboration, and mentoring skills
· LLM and Generative AI exposure (OpenAI, Azure OpenAI, RAG pipelines)
· Familiarity with vector search engines
· Microservices architecture and message-driven systems (Kafka/Event Grid)
· Security-first mindset and hands-on with authentication/authorization flows
Lead Full Stack Developer – Python, React, AI/ML
Location: Kochi
Experience: 5+ years Team Leadership: Yes, team of 5 developers Employment Type: Full-time
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Azure CI/CD CoHere Confluence DevOps Django Docker EC2 Engineering FAISS FastAPI Flask Generative AI Git GitHub GPT GPT-3 GPT-3.5 GPT-4 Haystack Jenkins Jira Kafka Kubernetes Lambda LangChain LLMs Machine Learning Microservices MongoDB OpenAI Pinecone Pipelines PostgreSQL Python PyTorch RAG React SageMaker Scikit-learn Security TensorFlow Terraform Transformers Weaviate
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