Data Science Machine Learning, Software Engieering

ESHA PANDEY

New York, NY +1-201-***-**** **********@*****.*** Linkedin Github

EDUCATION

NEW YORK UNIVERSITY - COURANT & STERN New York, NY Master of Science in Information Systems Sep 2024 - May 2026

● Coursework: Data Science, Database Systems, Fundamental Algorithms, Operations Management, Digital Strategy JAYPEE UNIVERSITY OF INFORMATION TECHNOLOGY Solan, HP Bachelor of Technology in Computer Science Engineering Jul 18 - May 2022

● Coursework/Proficiency: Data Science, Database Management Systems, Business Analysis, Machine Learning EXPERIENCE

INFOSYS Bengaluru, KA

Software Developer Aug 2022 - Jul 2024

●Spearheaded the agile modernization of a SAP tool through cross-functional collaboration across engineering, UI/UX, and internal teams, boosting engagement by 20%

●Led end-to-end product lifecycle development for budget forecasting, implementing role-based accessibility and workflow automation, reducing provisioning time by 30%

●Developed REST APIs and ETL pipelines, ensuring seamless data processing and 30% faster ingestion of SQL data.

●Integrated Time Series-based user engagement forecasting models into enterprise applications, predicting adoption trends and optimizing UI/UX improvements, boosting forecasting accuracy by 25%

●Conducted functional testing, usability analysis, optimizing UI/UX for enterprise resource tools, enhancing adoption

●Managed 5+ enterprise tools, diagnosing and resolving issues, reducing client tickets by 40%, improving stability

● Designed and deployed microservices-based architecture, migrating from monolithic infrastructure, improving scalability and fault tolerance while reducing downtime by 10%

● Worked closely with product managers to optimize sprints and reduce turnaround time, ensuring seamless backend-to-frontend integration and improving deployment efficiency by 35% KEY PROJECTS

INSTACART NEXT-BASKET RECOMMENDER SYSTEM Python, Data Analytics

● Engineered next-basket recommender system for Instacart using TIFU-KNN, analyzing past behavior to forecast purchases and achieving 37% recall to enhance shopping experience

● Designed Decision Tree model to identify high-intent snack purchasers, leveraging order frequency ( 15) to recognize repeat buyers, enabling targeted marketing and strengthening retailer partnerships LLM-BASED SEMANTIC BOOK RECOMMENDER Python, OpenAI, LangChain, Gradio

●Developed an LLM-powered book recommendation system using Python, OpenAI, LangChain, and Gradio, enabling semantic search for personalized suggestions

●Built an interactive UI with Gradio, optimizing embedding retrieval and vector search to enhance recommendation accuracy

LEADERSHIP EXPERIENCE

WOMEN IN ENGINEERING - IEEE Solan, HP

Secretary Sep 2020 - Sep 2021

●Led strategic planning sessions, increasing campaign effectiveness by 30% and aligning initiatives with long-term goals. Organized 10+ technical workshops and hackathons, securing $1,000 in sponsorships

●Managed event logistics, and facilitated cross-team collaboration, growing female engagement by 40% through data-driven insights and strategic planning

TECHNICAL SKILLS

●Skills : Product Management, Business Analysis, Agile Development, A/B Testing, UI/UX, Machine Learning

●Programming Languages : Java, Python, C/C++, JavaScript, TypeScript, SQL

●Tools and Frameworks : AngularJS, Spring MVC, SpringBoot, REST API, Postman, Tableau, JIRA, SAP BTP.

●Others : MySQL, SAP Ui5 Fiori, Visual Studio, SQL Developer, PostgreSQL, Git, Docker, Kubernetes ADDITIONAL INFORMATION

●Visa: Eligible to work in the US for internships and full-time for up to 36 months

●Interests: Cooking, baking, swimming, learning Spanish

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