Prashant Shaw

Prashant Shaw Email and Phone Number

bombay, maharashtra, india
Prashant Shaw's Location
Bengaluru, Karnataka, India, India
About Prashant Shaw

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.

Prashant Shaw's Current Company Details
Tata Consultancy Services

Tata Consultancy Services

View
IT Analyst
bombay, maharashtra, india
Website:
tcs.com
Employees:
408935
Prashant Shaw Work Experience Details
  • Tata Consultancy Services
    It Analyst
    Tata Consultancy Services Dec 2017 - Present
    Bengaluru, Karnataka, India
    Experienced 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.
  • Almabetter
    Apprentice
    Almabetter Aug 2022 - Oct 2023
    Bengaluru, Karnataka, India
    Did Full Stack Data Science certification course from AlmaBetter.
  • Almabetter
    Netflix Movies And Tv Shows Clustering
    Almabetter Dec 2022 - Jan 2023
    Bengaluru, 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.
  • Almabetter
    Cardiovascular Risk Prediction
    Almabetter Nov 2022 - Dec 2022
    Bengaluru, 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.
  • Almabetter
    Nyc Taxi Trip Time Prediction
    Almabetter Oct 2022 - Nov 2022
    Bengaluru, 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

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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