Lead AI Engineer
1 day ago
Job Location: KochiRemoteTrivandrum
Experience
5+ Years
Job Purpose
- Work as Lead AI Engineer for US-based customer, focusing on AI agent development, LLM fine-tuning, and deploying scalable AI solutions on Google Cloud and Kubernetes infrastructure.
Job Description / Duties and Responsibilities
- Design and deploy AI agents capable of task execution and decision-making using retrieval-augmented generation (RAG)
- Fine-tune large language models (LLMs) including LLaMA, Mistral, and Falcon on proprietary datasets
- Integrate embedding databases (ChromaDB, FAISS) and graph-based retrieval (G-RAG) using Neo4j
- Optimize and deploy models using vLLM, TensorRT, and DeepSpeed for low-latency inference
- Develop predictive models for commodity demand, supply forecasting, ETA predictions, and delay detection
- Optimize logistics simulations and market algorithms for operational efficiency
- Understand complete business goals and apply knowledge during design/development
- Analyze requirements, identify technical feasibility, and propose solution approaches
- Split tasks for User Story implementation considering technical aspects and NFRs
- Provide task estimations and ensure completion accountability
- Lead sprint task management, code reviews, and ensure first-time code quality
- Translate user stories into technical specifications and working code
- Initiate PoCs and feasibility studies for challenging requirements
- Write clean, well-designed code following agile development with TDD
- Troubleshoot, test, and maintain core product software and databases
- Contribute to all development lifecycle phases
- Educate and review technology best practices in team
- Follow industry trends, pilot new tools, and ensure team technical scaling
- Mentor junior team members on technology and code quality
Job Specification / Skills and Competencies
- Golang and Python programming expertise
- RAG (Retrieval-Augmented Generation) and LLM experience
- GCP (Google Cloud Platform) proficiency
- AI/ML experience with applied AI systems and production deployment
- ML frameworks (TensorFlow, PyTorch, Keras)
- Algorithms, optimization, neural networks, reinforcement learning
- Path and function optimization methods (linear programming, simulation-based search)
- Excellent analytical and problem-solving skills
- 7+ years total experience (5+ years relevant)
Any Additional Information/Specifics
- Work shifts: 3 PM to 12 AM (IST)
- Client interview required
- Remote/Kochi/Trivandrum work location
- Adhere to ISMS policies and procedures
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