Vikas Mishra

Vikas Mishra

Machine Learning Engineer(ML/NLP)

Followers of Vikas Mishra2000 followers
location of Vikas MishraBengaluru, Karnataka, India

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  • Timeline

  • About me

    Sr. Data Scientist@ MathCo. | Data Analytics | ML/DL/NLP| Ex- TCS

  • Education

    • Institute of Technical Education & Research

      2012 - 2016
      Bachelor of Technology - BTech Mechanical Engineering
    • Narbheram Hansraj High School

      -
      Intermediate Pure Science
  • Experience

    • Tata Consultancy Services

      Jul 2016 - Jan 2022
      Machine Learning Engineer(ML/NLP)

      Understanding and analyzing the data received from the client end. Performing preliminary analysis using Python, Tableau and MySQL. Conducting preprocessing and EDA of the data encompassing different domains like like e-commerce, Health Care, Life Science and Business Strategies.Key Highlights- Performed preliminary analysis & Data Visualization using Matplotlib and Seaborn in Jupyter Notebook- Created interactive dashboards using Tableau involving details of sales and revenue generated for a medical device manufacturing company- Conducted EDA for various business problems and provided insights from data though visualization tool and packages like Matplotlib and Seaborn- Performed analytical test on the datasets leveraging advanced Statistics.- Preprocessed the data by eliminating outliers, missing values treatment and other feature engineering and feature selection techniques to make the data fit for model building.-Treated data imbalance. Performing feature engineering and feature selectionto make the data fit for model building-Analyzed the problem solving capabilities of ML algorithms on business casesand rank them based on there performance.-Improved model performance though Hyperparameter Optimizationtechniques. Show less

    • MathCo

      Jan 2022 - now
      Senior Associate Data Science

      Technical Skills:Packages: TensorFlow, SciKit-Learn, NumPy, SciPy, Plotly, Pandas, NLTK, BERTopic, Beautiful Soup, Matplotlib,StatsModels.Statistics/ML/DL/NLP: Linear/Logistic Regression, SVM, Ensemble Trees, Random Forests, Clustering, DBSCAN andHierarchal Clustering, XGboost, LightGBM, NLP, Neural Networks, ANN, RNN, LSTM, RobertaBI Reporting, Data Visualization & Cloud: Tableau, AWS Sagemaker.Key Skills:Data Analysis, Stakeholder Management, Leadership & Training, Strategy, Project Management & DeliveryProcess Improvement, Team Incubation, Data Visualization, Predictive Modelling & Analytics, Sentiment Analysis Show less

  • Licenses & Certifications

  • Honors & Awards

    • Awarded to Vikas Mishra
      Appreciation Award -
    • Awarded to Vikas Mishra
      Best Team Award -
    • Awarded to Vikas Mishra
      On The Spot Award -
    • Awarded to Vikas Mishra
      People Engagement Award -
    • Awarded to Vikas Mishra
      Star Of The Month -
    • Awarded to Vikas Mishra
      Value Award -