Prashant Shaw Email and Phone Number
As a passionate System Engineer with a keen interest in data, I am seeking to transition to the dynamic and exciting field of Data Science. With a strong command of Excel, SQL, and Python, as well as additional skills in Tableau and Power BI, I have gained over 5 years of experience in the automotive industry. I am constantly looking for new challenges and strive to stay updated with the latest trends and advancements in the industry.My previous experience includes conducting Static and Dynamic analysis on automotive closures and body, using Power BI to generate valuable insights that improve our understanding of automobile component strength and durability. Additionally, I have significantly enhanced productivity by automating multiple processes using Excel and Python.During my early career, I was responsible for creating Aeroengine First Article Inspection Reports (FAIRs) for QC and utilized cosine similarity to check the similarity between old FAIrs and recommend ideal measurement equipment for inspections. I am excited to bring my diverse skillset to any future endeavors and continue to make meaningful contributions to the field of Data Science.
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It AnalystTata Consultancy Services Dec 2017 - PresentBengaluru, Karnataka, IndiaExperienced System Engineer with 5+ years in IT industry, specializing in meshing and analysis using Hypermesh, Optistruct, and Nastran. Proficient in front closures Hood and Fender loadcases for CAE in General Motors at TCS. Skilled in automating processes with Excel, VBA, and Python, and extracting insights from analysis with Power BI. -
ApprenticeAlmabetter Aug 2022 - Oct 2023Bengaluru, Karnataka, IndiaDid Full Stack Data Science certification course from AlmaBetter. -
Netflix Movies And Tv Shows ClusteringAlmabetter Dec 2022 - Jan 2023Bengaluru, Karnataka, India* Developed unsupervised machine learning model capable of clustering Netflix dataset using text-based attributes .* Checked correlation of features and standardized data for model fitting.* Got silhouette score of 9, utilized PCA for dimensionality reduction, developed recommender system using clustering and cosine similarity. Can drive customer engagement, retention and boost revenue by providing personalized TV/movie recommendations based on user preferences.
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Cardiovascular Risk PredictionAlmabetter Nov 2022 - Dec 2022Bengaluru, Karnataka, India* Created Supervised ML model for predicting CHD probability over 10-year period. * Handled class imbalance via SMOTE and partitioned data into training/testing sets for SVM, XGBoost and other classifiers. * Performed hyperparameter tuning for model optimization. Analyzed feature correlation using heat map, converted categorical variables to binary via get_dummies, attained highest precision and recall score of 0.885, along with a 0.89 ROC-AUC score on test dataset via XGBoost. This can lead to improved patient outcomes, better-informed treatment decisions, and ultimately contribute to the betterment of public health.
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Nyc Taxi Trip Time PredictionAlmabetter Oct 2022 - Nov 2022Bengaluru, Karnataka, India* NYC taxi trip timing was predicted using Lasso, Ridge, ElasticNet, XGBoost and other regression algorithms.* Checked and removed multicollinearity using VIF .* Achieved 0.72 R2 and Adjusted R2 with XGBoost. Explained model using SHAP values, highlighting the impact of independent variables as crucial strategic decision drivers that can improve business KPI.
Prashant Shaw Education Details
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Frequently Asked Questions about Prashant Shaw
What company does Prashant Shaw work for?
Prashant Shaw works for Tata Consultancy Services
What is Prashant Shaw's role at the current company?
Prashant Shaw's current role is IT Analyst.
What schools did Prashant Shaw attend?
Prashant Shaw attended Academy Of Technology, Kendriya Vidyalaya.
Who are Prashant Shaw's colleagues?
Prashant Shaw's colleagues are Bakyaraj Egambaram, Sneha Mandadi, Swati Bhosale, Sanket Bhapkar, Aditya Bhamidipati, Akash Mohanty, Manikanta Tarun.
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Prashant Shaw
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