Veni Goyal Email & Phone Number

Chicago, Il, Us

Chicago, Illinois, United States

West Lafayette, Indiana, United States

• Guided students in using R for statistical analysis, focusing on confidence, tolerance, and prediction intervals.• Taught the application and interpretation of parametric and non-parametric tests and regression analysis.• Instructed on selecting and applying statistical tests for data analysis, along with statistical process control analysis.

• Developed a cGAN model that accurately predicts coverage probability values from base station locations.• Achieved a prediction error improvement by two orders of magnitude over conventional CNNs, with L1 Loss of 0.0012• Generated coverage manifolds with the cGAN are visually indistinguishable from actual ground truth data

Remote

• Implemented PCA for dimension reduction and extracted time domain features from datasets.• Utilized hierarchical clustering to effectively separate noise signals in imbalanced data.• Achieved a 90.6% similarity score in time series data analysis using K-means clustering and soft-DTW metrics.

Roorkee, Uttarakhand, India

• Addressed circle packing problem with MATLAB-based nature-inspired optimization, achieving up to 97% efficacy using PSO.• Explored four bio-inspired meta-heuristic algorithms inspired by biological species behavior to tackle nonlinear problem.

Remote

• Studied various types of generative design techniques including shape optimization, generative structures.• Applied Generative Design concept on the chair and designed a chair considering structural constraints.

Master'S Degree, Industrial Engineering, 3.93/4.0

Courses: Non Linear Programming, Linear Programming, Game Theory, MultiObjective Optimization, Deep Learning, Statistical Machine.

Bachelor Of Technology - Btech, Production And Industrial Engineering, 8.29/10

Activities and Societies: Unnat Bharat Abhiyan, National Service Scheme, Foosball, Carom BoardCourses: Operation Research, Product.