Khushi Nathawat

Data Scientist | AI/ML Researcher | Product Analyst
Mandi, IN.

About

Highly analytical and results-driven professional with a strong foundation in Data Science, Machine Learning, and Product Analysis. Proven ability to leverage deep learning methods, optimize data pipelines, and conduct comprehensive data analysis to drive significant business outcomes, including a 372% increase in organic traffic. Experienced in developing innovative solutions, leading teams, and excelling in competitive environments. Seeking to apply advanced analytical skills and leadership capabilities to impactful roles in data science, AI/ML, or product management.

Work

Peter L. Reichertz Institute for Medical Informatics, TU Braunschweig
|

Research Intern

Summary

Conducting advanced research on contrastive deep self-supervised learning methods for enhanced cardiac signal interpretation.

Highlights

Developed and applied contrastive deep self-supervised learning methods to classify monkey ECG data, leveraging large-scale EDF datasets to enhance automated cardiac signal interpretation.

Optimized deep learning pipelines, including ResNet1D, to significantly improve ECG signal classification accuracy under the guidance of Prof. Dr. Thomas M. Deserno.

Brainwave Science, Inc
|

Data Analyst Intern

Summary

Managed data analysis and SEO optimization initiatives to drive sales efficiency and client engagement.

Highlights

Streamlined sales data analysis from diverse sources, generating actionable insights that refined sales strategies, leading to more targeted client engagement and improved overall sales efficiency.

Achieved a 372% increase in organic traffic by enhancing SEO through keyword analysis and strategic daily content generation on the company's WordPress website, significantly boosting customer engagement.

Volunteer

Quizzing Club, IIT Mandi
|

Coordinator

Summary

Led and managed a team responsible for organizing numerous events and achieving significant recognition.

Highlights

Directed and managed a team of 20 members, successfully organizing 14 events, and led the team to achieve the prestigious Best Contingent Award at Verve (Punjab Engineering University) and InterIIT Cult Meet 5.0.

Education

Indian Institute of Technology (IIT) Mandi

BTech

Civil Engineering

Grade: 7.7/10 (Upto 6th Semester)

Courses

Introduction to Data Science

Probability and Statistics

Machine Learning

Introduction to Statistical Learning

Linear Algebra

Economics

Technische Universität Braunschweig

Semester Exchange Student

Intelligent Data Analysis, Supply Chain Management

Courses

Intelligent Data Analysis

Supply Chain Management

Awards

Top 10 Finalist - Vishleshan Case Study Competition

Awarded By

VNIT Nagpur

Achieved a top 10 placement out of 300+ participants by delivering an impactful analysis on Flipkart's supply chain, proposing cost-saving solutions.

3rd Place - Tinkerquest

Awarded By

IIT Roorkee

Secured 3rd place among 500 teams by efficiently developing a no-code metaverse platform, showcasing innovative educational applications.

Certificates

Data Visualization and Dashboards with Excel and Cognos

Issued By

IBM

Tableau Certification

Issued By

Salesforce

Advanced SQL

Issued By

Kaggle

Data Science

Issued By

Kaggle

Introduction to Software Product Management

Issued By

University of Alberta

Skills

Programming Languages

Python, C++, SQL, JavaScript, MATLAB, HTML, CSS.

Data & Analytics Platforms

Tableau, Supabase, Power BI, Cognos, Excel, Jira, WordPress, HubSpot.

Tools & Frameworks

Database Systems, Flask, Flutter, Bootstrap, EndNote, Mixpanel, Figma, TensorFlow, ReactJS, Firebase.

Projects

Trend-Adaptive User Engagement System for Myntra (Fashion E-commerce Platform)

Summary

Designed and implemented a personalized recommendation system for an e-commerce platform.

Traffic Violation Detection System

Summary

Developed an automated system for traffic violation detection using object detection and a web interface.

RandoSando Product KPI

Summary

Performed data analysis to optimize marketing strategies for a sandwich brand.

Flipkart- Product Teardown (Retail E-commerce Giant)

Summary

Conducted a case study on optimizing logistics for a major retail e-commerce giant.