Shweta Singh Chandel Email & Phone Number

Santa Clara, Ca, Us

Menlo Park, Ca, Us

• Built Prediction model using python (regression, SVM) to forecast customer behavior and provided stakeholders insights using Tableau, Increased customer conversion rate by 21% by recommending improvement to supply chain enterprise team of Facebook. • Developed Performance matrix using presto SQL, Python, Tableau to monitor KPIs, maintained SLA, Performed UATs, for insights. • Analyzed performance of new products using Python & Presto SQL to identify & bucket requests into categories, for feature launch. • Collaborated with cross functional stakeholders to gather business requirements, define KPIs, write use cases to prioritize backlog.

• Leveraged Geospatial Data, using Random Forest, logistic Regression and K mean clustering to predict maltreatment risk predictions. • Built sentiment classification model using NLP techniques on reviews such as word embeddings (word2vec, TF-IDF), vector search. Use the structured data to build predictive models (e.g., disease progression, patient readmission risk) using ML algorithms like Random Forests, XGBoost, or neural networks.Evaluate model performance using metrics like accuracy, precision, and recall.• Developed a deep learning image classification system for aid categorization, reducing manual sorting time by 30%. trained a CNN using TensorFlow and Keras, achieved 90% accuracy by transfer learning (ResNet50, InceptionV3), data augmentation, and hyperparameter tuning and learning rate adjustments to optimize model performance. • Deployed, tested, monitored ML model (CI/CD) on AWS utilizing PyTorch, TensorFlow and MLOps deep learning frameworks (Caffe).• Designed, built and managed ETL data pipeline to support automated analytic frameworks; transformed unstructured data into structured data templates, monitored and optimized queries to improve efficiencyProject Title: Leveraging NLP to Optimize Donor Engagement and Fundraising Objective:Develop an NLP-powered system that analyzes unstructured data from donor communications, feedback, and social media to enhance fundraising strategies. The system can help the NGO understand donor sentiments, personalize outreach, and identify key themes and topics that motivate donations.

Hoboken, Nj, Us

Project: Build an ETL (Extract, Transform, Load) pipeline to integrate and clean patient records from multiple sources (e.g., EHRs, lab reports, wearable data).Objective: The pipeline extracts raw healthcare data, performs cleaning and transformation (e.g., removing duplicates, filling missing values), and loads it into a centralized data warehouse for analytics.Learning Outcomes: handle structured and unstructured medical data, manage data integration, and perform data quality checks.Tech Stack: Python, SQL, Apache Airflow, Apache Spark, AWS Redshift/Google BigQuery, healthcare datasets .Project: Build an RL agent to optimize treatment schedules for chronic diseases, such as diabetes or hypertension.Objective: The agent learns an optimal treatment plan (e.g., dosage adjustments) based on patient vitals (blood pressure, glucose levels) to maximize long-term health outcomes.Learning Outcomes: understand Sequential Decision Making, where the agent optimizes treatment dynamically based on patient feedback.Tech Stack: Python, TensorFlow/PyTorch, medical datasets, healthcare simulation environments.

Hoboken, Nj, Us

Project Title: Structuring Unstructured Healthcare Data Using NLP and ETL PipelinesObjective:Develop a system that processes unstructured healthcare data like clinical notes, medical reports, and patient feedback, extracting key information (e.g., diagnoses, medications, symptoms) and converting it into a structured format, such as a database or structured JSON, for easy querying and analytics.Challenges to Address:Text cleaning and normalization: Healthcare data is often messy, with shorthand, abbreviations, and irrelevant information.Information extraction: Identify and extract meaningful data like patient information, symptoms, diagnoses, medications, and lab results.Data integration: Merge unstructured data with existing structured datasets (e.g., patient records, EHRs).Privacy and compliance: Ensure that the processing of data adheres to privacy laws like HIPAA, and sensitive information is handled securely.Structured Data Extraction from Medical Records for Predictive Healthcare Models

• Developed Marketing Mix Models for ecommerce clients using Bayesian algorithm, Analyzed the impact promotional tactics across 6 channels. Tailored program recommendations based on customer •Implemented statistical modelling, A/B testing, built reports for stakeholders to identify pain points, product improvements.•Forecasted customer behavior using Advanced SQL and SAS queries, scheduled SAS jobs, increased customer retention

Noida, Uttar Pradesh, In

• Developed a customer churn prediction model (logistic regression, SVM, Decision tree, Naïve bayes) using R.• Optimized Advanced SQL query by indexing and normalization to improve data retrieval, reduced processing time by 25%.• Designed statistical reports using SAS and R script, and VBA to track progress and maintain SLA (service level agreement).•Managed product roadmap from ideation to rollout in agile through A/B testing, monitoring KPIs to increase customer conversion.•Developed ETL pipeline to scrape data using REST APIs in JSON format and loaded, stored in SQL database. •Classified sentiment for an e-commerce startup using NLP(python) on reviews using rating Models used: Logistic Regression, Naïve Bayes.•Performed Exploratory Data Analysis (EDA), Predictive analysis,

Bengaluru, Karnataka, In

XOVIAN is a robotics company which makes small satellites .Developed and automated robotics scripting frameworks, integrating AI-driven software testing methods to enhance accuracy and reduce manual intervention by 30%, improving overall system reliability and deployment speed in production environments.

New Delhi, Delhi, In

Master'S Degree, Management Information Systems, Business Intelligence And Analytics

Bachelor Of Technology - Btech, Electrical And Computer Engineering