Lead Engineer - AI/ML at Esyasoft — Bengaluru, IND | Base Career

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AI / ML & Generative AI Develop and implement machine learning and NLP models for real-world applications. Build Generative AI applications using LLMs such as OpenAI, Llama, and Mistral. Design and optimize Retrieval-Augmented Generation (RAG) pipelines. Work with embedding models, prompt engineering, and model fine-tuning. Apply ML techniques like classification, regression, clustering, and dimensionality reduction. Develop LLM workflows using LangChain and LangGraph. Work on agent-based and multi-agent systems, including basic A2A communication. Experiment with CrewAI and agent orchestration frameworks.
Backend & API Development Build and maintain AI-backed APIs using FastAPI, Flask, or Django. Integrate ML models into applications with scalable REST services.
Data & Databases Work with data using Python, SQL, PostgreSQL, and ArangoDB. Perform data processing and analysis using Pandas and NumPy. Use vector databases such as FAISS, Milvus, or Chroma.
D eployment & MLOps Containerize and deploy AI services using Docker. Use Git and Linux for version control and development workflows. Support on‑premise deployments and basic model monitoring.
Security & Access Control Implement RBAC, authentication, and authorization using JWT and SSO. Follow secure coding and data‑protection best practices.

Lead Engineer - AI/ML