Prakash Kumar

Prakash Kumar Email and Phone Number

Machine Learning Engineer @ United States
United States
Prakash Kumar's Location
United States, United States
About Prakash Kumar

With over 5 years of expertise in machine learning, data mining, and statistical modeling, I bring deep proficiency across domains like finance, sales forecasting, marketing, machine vision, and robotics. I have a strong foundation in applying advanced machine learning techniques, including CNNs, RNNs, Transformers, and Generative AI, for extracting insights from large, structured and unstructured datasets.I specialize in building predictive models, data acquisition, validation, and visualization using Python libraries like Pandas, NumPy, TensorFlow, PyTorch, and Scikit-learn. My work includes designing advanced Python programs to harmonize data and deploying machine learning algorithms (such as Random Forests, SVMs, and HMMs) to solve complex data problems.With a track record of transforming business needs into analytical solutions, I excel at developing scalable data mining, forecasting, and reporting systems that leverage statistical and machine learning techniques, including PCA, hypothesis testing, regression models, and ensembles.

Prakash Kumar's Current Company Details
Scott Lab, Honda

Scott Lab, Honda

Machine Learning Engineer
United States
Prakash Kumar Work Experience Details
  • Scott Lab, Honda
    Machine Learning Engineer
    Scott Lab, Honda
    United States
  • Ddml, Honda
    Machine Learning Engineer
    Ddml, Honda Nov 2024 - Present
    Columbus, Ohio, United States
  • Arizona State University
    Ml Researcher
    Arizona State University Feb 2022 - Nov 2024
    Tempe, Arizona, United States
    • Extracted parameters and features from comprehensive simulation datasets, subsequently analyzing relationships, trends, and dependencies among the various features. • Developed and trained deep learning models to accurately predict deviations, spring back, and other geometric variations in stamped components and their assemblies.• Applied machine vision techniques to extract features and patterns from a large dataset of multi-view images of Honda hood frames.• Explored transfer learning, enhancing model performance by 35% and accelerating convergence by 40%, adapting pre-trained CNNs like ResNet-50 and VGG-19 for hood frame image analysis.
  • Ifb Appliances
    Research Engineer
    Ifb Appliances Jul 2018 - Aug 2021
    Goa, India
    • Led a team of two to develop a demand forecasting tool on Hadoop platform using an ensemble of ARIMA, Random Forest, Gradient Boosting and Econometric models with daily accuracy of ~80%, resulting in an annual savings of $5M• Increased productivity by 20 hours a month by automating data pipeline using SQL, Python and shell-scripts• Collaborated with marketing and sales teams to develop personalized email campaigns targeting 100K+ customers, resulting in a 25% increase in customer engagement.• Utilized Tableau to create 10+ interactive dashboards for real-time campaign performance tracking, enabling a 30% faster decision-making process.
  • Tata Motors
    Summer Intern
    Tata Motors May 2017 - Aug 2017
    Jamshedpur, Jharkhand, India
    • Developed a real-time anomaly detection engine to identify abnormal sensor behavior, aiming to reduce waste and enhance maintainability in manufacturing
  • Tata Steel
    Summer Trainee
    Tata Steel Jun 2016 - Jul 2016
    Jamshedpur, Jharkhand, India

Prakash Kumar Education Details

Frequently Asked Questions about Prakash Kumar

What company does Prakash Kumar work for?

Prakash Kumar works for Scott Lab, Honda

What is Prakash Kumar's role at the current company?

Prakash Kumar's current role is Machine Learning Engineer.

What schools did Prakash Kumar attend?

Prakash Kumar attended Arizona State University, Birla Institute Of Technology, Mesra.

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