Key Skills - Required Qualifications Bachelor?s or master?s degree in computer science, Engineering, or a related field, or equivalent practical experience. 3+ years of professional experience, including 2+ years with Python and ML frameworks such as PyTorch or TensorFlow. Hands-on experience with training or fine-tuning LLMs or multimodal models. Familiarity with production ML systems and concepts like model serving, caching, batching, and monitoring. Understanding of distributed systems and cloud-based infrastructure. ,

Key Skills - 1.Python & ML Engineering 2.FastAPI / API Development 3.GenAI Frameworks (LangChain, LlamaIndex, DSPy) 4.Agentic AI Orchestration (LangGraph, MCP, A2A) 5.Vector Databases & Elasticsearch 6.Cloud AI/ML Services (AWS, Azure, GCP),

Key Skills - LangGraph, RAG pipelines, LLMS, multi-agent systems, AutoGen, CrewAI, Agno,

Key Skills - highly automotive technical knowledge, product and process concern diagnosis, critical concern understanding, logical approach, ford information systems, pts, gcqis, gtac, servis2, panda, computer literate, word, excel, outlook, powerpoint, ids, fdrs, webex, ability to work under pressure, different time zones, management, communication skills, strategic thinking, adaptability, attention to detail, outbound, tso, diagnostics, consulting, sat, gap analysis, ms office, operations, technical support, automotive.,