Hi! I'm Elliot Cao, a dedicated and passionate professional currently pursuing a B.S. in Computer Science and Advertising at the University of Illinois Urbana-Champaign. I specialize in software engineering, machine learning, and product management, combining technical expertise with a keen eye for user experience and strategic business impact. I thrive in environments that challenge me to grow and innovate, whether leading teams, developing full-stack applications, or conducting advanced research in machine learning. Throughout my internships and projects, I've gained hands-on experience in building scalable tools, applying NLP techniques for real-world analytics, and leading cross-functional teams to deliver impactful solutions. I am excited to continue expanding my knowledge and contributing to cutting-edge technology solutions that create meaningful change and drive success.

Elliot Cao

Hi! I'm Elliot Cao, a dedicated and passionate professional currently pursuing a B.S. in Computer Science and Advertising at the University of Illinois Urbana-Champaign. I specialize in software engineering, machine learning, and product management, combining technical expertise with a keen eye for user experience and strategic business impact. I thrive in environments that challenge me to grow and innovate, whether leading teams, developing full-stack applications, or conducting advanced research in machine learning. Throughout my internships and projects, I've gained hands-on experience in building scalable tools, applying NLP techniques for real-world analytics, and leading cross-functional teams to deliver impactful solutions. I am excited to continue expanding my knowledge and contributing to cutting-edge technology solutions that create meaningful change and drive success.

Available to hire

Hi! I’m Elliot Cao, a dedicated and passionate professional currently pursuing a B.S. in Computer Science and Advertising at the University of Illinois Urbana-Champaign. I specialize in software engineering, machine learning, and product management, combining technical expertise with a keen eye for user experience and strategic business impact. I thrive in environments that challenge me to grow and innovate, whether leading teams, developing full-stack applications, or conducting advanced research in machine learning.

Throughout my internships and projects, I’ve gained hands-on experience in building scalable tools, applying NLP techniques for real-world analytics, and leading cross-functional teams to deliver impactful solutions. I am excited to continue expanding my knowledge and contributing to cutting-edge technology solutions that create meaningful change and drive success.

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Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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Work Experience

Software Engineering Intern at Siemens Healthineers
August 31, 2025 - August 11, 2025
Spearheaded development of a C# internal log-scraping tool leveraging parallel pipelines and Roslyn & Clang compilers, achieving a 5x increase in processing throughput compared to the legacy single-threaded system. Deployed the tool to reduce service engineer issue-resolution cycles by 95% through real-time root-cause analysis. Refactored legacy logging and integrated new telemetry API endpoints, reducing data-processing errors by 30%. Served as Scrum Master for a 5-member intern team, coordinating sprint planning, CI/CD pipelines, and retrospectives to drive Agile development and on-time delivery.
Machine Learning Research Intern at SoftCom Lab @ Cal Poly Pomona University
February 28, 2024 - August 11, 2025
Developed an ML framework leveraging NLP sentiment analysis for ESG-based stock investment analysis, enabling sustainable and profitable market decisions (U.S. Patent Application No. 63/589,426). Achieved 70% predictive accuracy using TextBlob from 500K tweets with Random Forest Regressor on S&P 500 data. Published research on a data-driven analytical framework for ESG-based stock investment using machine learning and NLP at the 2023 12th ICNCC conference.
Tech Lead at Illinois Business Consulting
May 31, 2025 - August 11, 2025
Led a 15-person team to develop Tableau dashboards, optimizing data query performance by 20% and streamlining UI/UX. Integrated Tableau with AWS RDS and validated MySQL/PostgreSQL data pipelines, enabling real-time data flow. Conducted 25+ stakeholder interviews with policymakers and C-suite executives to identify key industry KPIs.
Tech Consultant
December 31, 2024 - August 11, 2025
Shipped a full-stack React + Node.js website showcasing brand messaging, service offerings, and reliability credentials. Led competitive analysis and advised on pricing/positioning for IT solutions company, elevating client bid win rate by 20%. Redesigned UI flows and messaging strategy based on insights from 15+ expert interviews, boosting client conversion by 25%.
Product Manager at Product Space
September 1, 2024 - Present
Spearheaded market analysis and user research that revealed $500K+ in untapped opportunities across two new segments. Collaborated cross-functionally to define MVP features and prioritize roadmap, increasing user reach by 15%. Partnered with CEO to overhaul go-to-market strategy, improving research depth and business decision velocity.

Education

B.S. at University of Illinois Urbana-Champaign
January 11, 2030 - May 1, 2027

Qualifications

Add your qualifications or awards here.

Industry Experience

Software & Internet, Financial Services, Professional Services, Healthcare, Education

Experience Level

Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
Intermediate
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