Prakash Kumar Email & Phone Number

United States

United States

Columbus, Ohio, United States

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.

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.

Jamshedpur, Jharkhand, India

• Developed a real-time anomaly detection engine to identify abnormal sensor behavior, aiming to reduce waste and enhance maintainability in manufacturing

Jamshedpur, Jharkhand, India

Master Of Science - Ms, Data Science, 4.0/4.0

Bachelor Of Engineering - Be, Mechanical Engineering

Activities and Societies: 1. Formula Student Club -Srijan (intraversity motor racing) 2. Robotics club 3. TEDxI actively participated.