Drishti Idnani - Portfolio
Education and Work Experience
Education and Work Experience
Education and Work Experience
Education and Experience
Evara - Sr Data Scientist
Oct 2025 - Present
- Built ETL pipelines processing ~60,000 records biweekly across 70–80 data formats.
- Reduced a 440+ hour/month manual workflow to 1–2 hours/month through automation.
- Standardized ~93% of business rules with validation, audit logging, and exception handling.
Turned fragmented operational workflows into scalable, auditable automation systems.
ASUS - Data Scientist
Oct 2023 - Aug 2025
- Own U.S. data infrastructure powering 30+ dashboards for daily and strategic decisions.
- Improved NUC forecasting accuracy by 17% using SARIMAX with GDP and TAM inputs.
- Built real-time ETL pipelines for Revenue and PnL, reducing manual reporting by 40%.
Built the data foundation behind ASUS USA’s decision-making ecosystem.
Intel - Data Scientist
Intel - Graduate Data Science Intern
Oct 2022 - Sep 2023
- Led 25+ automation initiatives, saving 3,500+ hours annually across planning and supply chain.
- Built a SARIMAX forecasting model with 82% accuracy to support supplier and inventory planning.
- Centralized fragmented datasets into a unified repository for faster cross-functional decisions.
Helped teams move from manual reporting to scalable, proactive analytics.
Intel - Graduate Data Science Intern
Intel - Graduate Data Science Intern
Feb 2022 - July 2022
- Designed an end-to-end pipeline for Supply Chain Shortages reporting.
- Automated allocation tracking and dashboards, saving planners 2.5+ hours/week.
- Standardized inconsistent reporting formats to improve accuracy and visibility.
Delivered production-ready solutions that continued adding value beyond the internship.
University of Florida - Master of Science
University of Florida - Master of Science
Computer & Information Science & Engineering, 2021–2022
- Focus: Data Science, Machine Learning, Systems
- Built applied forecasting and analytics projects connecting academic theory to real-world implementation.
- Developed a foundation in explainable modeling, messy data, and business-context-driven analytics.
Learned to connect academic modeling with real-world, business-facing analytics.
Highbrow - Content Analyst
University of Florida - Master of Science
July 2020 - December 2020
- Used PostgreSQL analytics to identify engagement drivers behind product growth.
- Contributed to a 75% increase in user sign-ups through insight-led product optimization.
- Led QA for Reliance Infrastructure’s B2B platforms, improving UX and operational performance.
Turned user behavior insights into product improvements and measurable growth.
NMIMS University - Bachelor of Technology
NMIMS University - Bachelor of Technology
Computer Engineering, 2016-2020
- Focus: Computer Engineering, Data Structures, Algorithms, Databases
- Built foundations in Python, SQL, systems thinking, and applied problem-solving.
- Co-authored published research on online testing systems and symmetric-key encryption algorithms.
Gained the technical and research foundation that shaped my path into data science.