Portrait of Your Name

Shariya Valsangkar

Data Science Enthusiast

Data with purpose: Improving Wellbeing and Protecting the Planet.

About Me

I am a Data Science and Analytics professional with hands-on experience turning data into powerful insights and intelligent solutions. With a Master’s degree in Data Science and a foundation in Electronics and Telecommunication, I specialize in data analysis, pre-processing, visualization, and predictive modelling.

I’ve developed machine learning and deep learning models for disease detection, price forecasting, and sales prediction, leveraging cloud platforms such as AWS SageMaker, Amazon S3, and Oracle Cloud to scale and deploy these solutions. Passionate about using AI and analytics to solve real-world problems, I thrive on transforming complex data into actionable strategies that drive business growth and innovation.

Technical Skills

Programming Language

  • Python
  • R
  • SQL

Language

  • English
  • Hindi
  • Marathi

Data Analysis

Machine Learning

Deep Learning

Data visualization

  • Matplotlib
  • Seaborn
  • Plotly
  • Tableau

Tools

  • Git & GitHub
  • VS Code
  • Jupyter Notebook & Labs

Cloud Services

  • Amazon SageMaker & S3
  • Oracle Data Science

Education

MSc Data Science

Manchester Metropolitan University, Manchester, UK. 2024 – 2025

Developed an Automated Tool for Sarcopenia Detection. An end-to-end pipeline that locates the L3 slice from the CT volume, extracts, and calculates body compositions to analyze sarcopenia. Co-authored research report “Data Governance - Ethical, Social, Cultural, and Environmental Challenges in Synthetic Media.”

B.Tech Electronics & Telecommunication (Hons. Data Science)

Walchand Institute of Technology, Solapur, India. 2020 – 2024

Developed a deep learning model using EfficientNetB3, a convolutional neural network (CNN) architecture, combined with a set of image processing techniques to detect diabetic retinopathy using fundus images.

Experience

Data Science Intern

DevTown · Feb 2023 – May 2023

Collected, cleaned, and prepared datasets for analysis, ensuring data quality and integrity. Conducted exploratory data analysis (EDA) to uncover patterns, trends, and insights from the data

Campus Amabassador

Indian Institute of Technology (IIT) · Jun 2022 - Dec 2022

Promoted Techfest events within the college community through various social media, posters, and campaigns. Organized and managed workshops, competitions, and seminars, ensuring smooth execution and high participation. Successfully completed the social media marketing internship as College Ambassador with Silver Medal

Projects

Automated Tool for Sarcopenia Detection

This project presents a deep learning based pipeline for automatic sarcopenia assessment using abdominal CT scans. The system identifies the L3 vertebra slice, segments key body composition structures, and computes clinically relevant metrics used for sarcopenia screening.

Unet 3D · Gradio · CT Scan

Gastrointestinal Disease Detection

A deep-learning–powered system for classifying gastrointestinal (GI) diseases from endoscopy images. The project includes a complete workflow for dataset preprocessing, model training, evaluation.

ResNet50 · Endoscopy

Forecast the Duration of Car Sales

Data-driven solution that predicts the estimated time to sell a car on Auto Trader, helping sellers and dealerships optimize sales while reinforcing Auto Trader’s position as a trusted marketplace

GradientBoost Trees · SHAP · StreamLit GUI

Car Price Prediction

An ensemble model ( RandomForest + GradientBoost + XGBoost) that predicts car price based on 12 features, obtained after data preprocessing and feature engineering,

Ensemble Model · Feature Importance

Reach Out

I am open to internships & full time for any Data Role.