Open to opportunities

Jui Gupte

@juigupte

Message

AI-focused data scientist and product-minded engineer driving impactful ML solutions and data-driven dashboards.

Singapore

Message

What I'm looking for

I seek roles that combine ML model development and product execution in collaborative teams, focusing on impactful, scalable AI solutions and measurable business or sustainability outcomes.

I am an AI-focused data scientist and product-minded engineer with hands-on experience building ML systems, dashboards, and production prototypes across industry and research settings.

I've improved model robustness and pipeline efficiency—benchmarking detection frameworks, raising adversarial robustness by 18%, and cutting model comparison time by 30%—while delivering data-driven dashboards and ETL automation that reduced reporting effort by 40% and energy consumption by 15%.

I bring end-to-end delivery experience: from ML model development and optimization to UX-aware product prototypes and roadmap execution, aiming to embed predictive alerts, operational KPIs, and scalable tooling into real-world workflows.

Experience

Work history, roles, and key accomplishments

Current

Research Assistant

Current

Deepfaic

Aug 2025 - Present (2 months)

Benchmarked four deepfake detection frameworks, standardized evaluation metrics to cut model comparison time 30%, and improved adversarial robustness by 18% for video stream detection.

Metrics Python PyTorch TensorFlow Video Processing Benchmarking

Product Management Intern

Synergy Group

Mar 2025 - May 2025 (2 months)

Prototyped AI compliance checklists reducing manual route/vessel checks by 50%, redesigned vessel performance dashboards, and added predictive alerts that sped user decision-making by 30% in internal A/B tests.

Product Management Dashboards Data Visualization SQL

Data Analyst & Sustainability Consultant

Barghest Building Performance

Jan 2024 - Jul 2024 (6 months)

Applied data science to chiller plant datasets, reducing energy consumption by 15% via VBA and SQL, designed predictive models embedding 5+ sustainability KPIs, and detected 20+ anomalies in real-time monitoring.

Data Analysis SQL VBA Dashboards KPI Design Anomaly Detection

Data Analyst

Alfa Laval

Jan 2023 - Jun 2023 (5 months)

Developed automated Python ETL pipelines and Power BI dashboards reducing manual reporting effort by 40%, and analysed vessel utilization, demand trends, and pricing for spare parts.

Python ETL Power BI Data Analysis SQL Dashboarding

Education

Degrees, certifications, and relevant coursework

Nanyang Technological University (NTU)

Bachelor of Engineering, Electrical and Electronic Engineering

2021 - 2025

Activities and societies: MOE Tuition Grant Awardee; final year project on ML-based resonator optimization and multiple ML/AI academic projects.

Bachelor of Engineering in Electrical and Electronic Engineering at Nanyang Technological University (NTU), completed coursework and projects focused on machine learning, signal processing, and systems design.