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Data Science

2 months ago


Sany, India Rahul Guha Full time
Responsibilities
Understanding business objectives and developing models that helpto achieve them along with metrics to track theirprogress. Analysing the ML algorithms thatcould be used to solve a given problem and ranking them by theirsuccess probability. Exploring andvisualizing data to gain an understanding of it then identifyingdifferences in data distribution that could affect performance whendeploying the model in the real world.Verifying data quality and/or ensuring it via datacleaning Supervising the data acquisitionprocess if more data is needed. Findingavailable datasets online that could be used fortraining. Defining validationstrategies Defining the preprocessing orfeature engineering to be done on a givendataset Defining data augmentationpipelines Training models and tuning theirhyperparameters Analysing the errors of themodel and designing strategies to overcomethem Deploying models toproduction
Skills
Proficiency with a deep learning framework such as TensorFlow orKeras or PyTorch. Proficiency with Pythonand basic libraries for machine learning such as scikitlearn andpandas. Expertise in visualizing andmanipulating big datasets. Proficiency withOpenCV Familiarity withLinux Ability to select hardware to run anML model with the required latencyRole:
AboutCompany
MetroInfrasys Pvt. Ltd. with its in New Delhi is an emerging leader inthe field of Intelligent Transportation Systems with an impressivetrack record of collaborations with top concession companies inIndia.
MetroInfrasys has set its service integration and development centre perthe international standards at IMT Manesar Gurgaon (Haryana). Thecompany has made a stateoftheart mock lane demonstrating varioustolling traffic management and parking technologies. The facilityis also used for simulation testing innovation andtraining.
Drawingon comprehensive research and collaboration with the world sleading companies Metro Infrasys provides the best customizedsolution in traffic management. It adopts the best technology inthe world with local knowledge and expertise suitable for theIndian subcontinent s environmental and operationalconditions.
Clickto apply. In case of clarity call RahulGuha

tensorflow,linux,python,keras,opencv,scikit-learn,pytorch,preprocessing,pandas,mlalgorithms,feature engineering,ml model,data quality,datacleaning,deploying models,data acquisition process,dataaugmentation pipelines,intelligent transportationsystems,visualizing and manipulating big