AI / ML Senior Developer

Role overview

AI / ML Senior Developer at ITC Infotech

Responsibilities

• Build and maintain end-to-end ML pipelines: data preprocessing, feature engineering, training, evaluation, and serving.

Employment details

• Location: PUNE

Additional role details

• Model Development Deployment Design, develop, and deploy MLDL models classification, regression, forecasting, recommendation, anomaly detection using Python and frameworks like scikit-learn, TensorFlow, PyTorch.
• Generative AI LLM Integration Develop GenAI applications using LLMs, RAG pipelines, vector databases, and frameworks like LangChain, LlamaIndex, or LangGraph.
• Fine-tune open-source LLMs e.g., Llama, Mistral for domain-specific tasks; implement human-in-the-loop workflows for quality and bias control.
• MLOps Productionization Containerize models Docker and orchestrate deployments Kubernetes; implement CICD for ML workflows.
• Set up monitoring for model drift, data quality, latency, and business impact; use tools like MLflow for experiment tracking.
• Collaboration Communication Work with cross-functional teams data engineers, domain experts, product owners to translate business requirements into AI solutions.
• Document architectures, training procedures, and performance benchmarks; present findings to technical and non-technical stakeholders.