Overview

Skills : Front End Skills- React, Angular AI Framework Cloud Base (AWS/Azure/GCP)Experience : 5 - 12 YearsLocation : LTIM PAN IndiaShift : 1st OR 2ndKey

Responsibilities

• Develop and maintain full-stack AI-driven applications using FastAPI and modern front-end frameworks like React, Angular, Vue, or Next.js.
• Design, implement, and optimize AI models, including Generative AI models, to solve complex problems.
• Deploy and manage applications in cloud environments (AWS, Azure, or GCP), ensuring scalability, resilience, and cost efficiency.
• Integrate and optimize AI models using frameworks like LangChain, LlamaIndex, and agent orchestration tools such as LangGraph, AutoGen, and CrewAI.
• Implement monitoring and observability solutions for real-time tracking, logging, and debugging of AI models and APIs.Fine-tune AI models as needed for performance and accuracy, leveraging techniques like transfer learning and parameter optimization.
• Ensure robust error handling and fault tolerance to maintain high availability and performance.
• Design and implement disconnected architectures that can operate with limited or intermittent connectivity.
• Integrate web crawling and data ingestion pipelines to automate data collection from various sources.
• Collaborate with cross-functional teams, including data scientists, front-end developers, and DevOps engineers, to deploy AI models into production.
• Participate in code reviews, provide constructive feedback, and contribute to best practices in AI development.
• Stay updated with the latest advancements in AI, cloud technologies, web development, and agent-based architectures.

Qualifications

• Proficiency in Python and experience with FastAPI or similar frameworks.Strong front-end development experience with React, Angular, Vue, or Next.js, including state management and UI optimization.Experience deploying applications in AWS, Azure, or GCP, including containerization (Docker, Kubernetes), serverless computing, and CI/CD pipelines.Strong understanding of monitoring and observability tools (e.g., Prometheus, Grafana, OpenTelemetry, ELK stack).
• Hands-on experience with LLMs, fine-tuning techniques, RAG (Retrieval-Augmented Generation), and AI model optimization.
• Proficiency in LangChain, LlamaIndex, and agent-based AI orchestration frameworks such as LangGraph, AutoGen, and CrewAI.
• Knowledge of web crawling techniques, scraping frameworks (Scrapy, Beautiful Soup, Selenium), and handling anti-bot mechanisms.Experience designing resilient, event-driven, or disconnected architectures using message queues (Kafka, RabbitMQ), offline storage, and sync mechanisms.Strong grasp of error handling, exception management, and fault-tolerant system design.
• Knowledge of secure API design, authentication, authorization (OAuth, JWT, RBAC), and data security best practices.
• Experience with relational databases (MySQL, PostgreSQL, SQL Server) and NoSQL databases (MongoDB, Cassandra).Experience in full-stack performance optimization, including front-end responsiveness and API efficiency.