Vinay,ML Engineer IIT Madras 2022.A Machine Learning engineer with over two years of experience, working with TOYOTA CONNECTED INDIA. My responsibilities typically involve prototyping, fine-tuning and implementing machine learning models, particularly in areas like computer vision & NLP following Agile SCRUM and collaborating with teams to implement solutions, ensuring they meet business objectives and performance criteria.Expertise / Skills :Languages: Python, C++, SQL.Vector stores:chromadb, Faiss vector store, Milvus DB, pinecone.Libraries and Frameworks:Numpy, Pandas, HF Transformers, OpenCV, ffmpegTensorflow, PyTorch, MLflow, Scikit-learn, XGBoost, Langchain, LangGraph, HuggingFace NCNN, ONNX, TFlite, SNPE, flask, Docker, Kafka, Pyspark, Git, Elasticsearch, CI/CD. Tensorflow, PyTorch, MLflow, Scikit-learn, XGBoost, Langchain, LangGraph, HuggingFaceAWS:S3, EC2, EMR, Athena, OpensearchRAG , Information Retrieval and Agentic Orchaestrator frameworks:Langchain, LangGraph, OpenAI embeddings, HuggingFace EmbeddingsElasticsearch, kibana.Embedded on device ML:Nvidia Jetson Nano , Xavier.Qualcomm SA8155Lets connect via: vinayputhalath2000@gmail.comDeployment:FastAPI, flask, docker.
Listed skills include Python, Management, Data Analysis, Volunteering, and 4 others.
