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Machine Learning Engineer

2 months ago

Greater Bengaluru Area, India Alp Consulting Ltd. Full time

Summary of Responsibilities We are looking for a Senior Machine Learning Engineer who has hands-on experience in building end to end machine learning models & GenAI workflows on GCP Vertex AI.  Fetching data from Bigquery and other data sources to design and develop machine learning models using Python and frameworks such as TensorFlow, Gemini, and Keras.  Strong knowledge on major Regression/Classification/Forecasting/Unsupervised learning and Natural Language processing algorithms.  Experience in Deep Learning, Transfer Learning, Computer Vision, State of the art BERT based models.  Leverage CI/CD & MLOPs best practices for successful deployment of developed models and automation of ML pipelines & monitoring.  Preprocess and prepare image and video data for model building and deployment in GCP env.  Use GCP Gemini multi-modal models & opensource LLM's to build various solutions and usecases.  Fine-tune state-of-the-art LLMs for specific tasks and applications, should be aware of LLM frameworks like Langchain, LlamaIndex.  Customize an LLM / Foundation models using supervised tuning, Reinforcement learning human feedback, Distilling in GCP.  Integrate advanced AI technologies like Retrieval-Augmented Generation (RAG) and function calling to enhance LLM capabilities. Knowledge on Vertex database like GCP Matching engine.  Develop and implement evaluation metrics to measure LLM performance and effectiveness.  Passion for staying up-to-date with the latest advancements in machine learning and GenAI technologies. Mandatory Skills and Experience Technical skills: Python, Data Science, Machine Learning, Natural Language Processing, Computer Vision, Deep Learning, GenerativeAI, Docker, Flask, Tensorflow, Keras, OpenCV, Langchain. GCP Platform skills: Vertex AI, Vertex Pipelines, MLOps, Cloud functions, BigQuery, Cloud Run, AutoML, DocAI, Gemini, Cloud Build, Artifact Registry, Vertex AI endpoint Good to have:  Certification : GCP — Google Certified Professional Machine Learning Engineer  Advanced Certificate in Generative AI  Knowledge of BFSI and NBFC ecosystem