Utkarsh is a undergraduate student in Singapore University of Technology and Design with a passion for discovering hidden patterns in data and applying them to real-world problems. He is currently exploring the intersection of AI/ML and Finance and self-learning Theoretical Physics.
Work Experience
SLB Reda Production SystemsJan 2025 - April 2025
Project Partner
Engineered an unsupervised BERT-based clustering pipeline to classify 1.2M+ multilingual material descriptions across SLB's global operations, enabling procurement pattern discovery and inventory optimisation.
Applied dimensionality reduction and K-Means clustering on contextual embeddings to extract the top 100 procurement-relevant categories, informing supplier consolidation and cost-control strategies.
Mathvision Enrichment CenterNov 2023 - Present
Part-Time IB-SL Mathematics Tutor
Delivered concept-driven instruction in IB Math SL, tailoring explanations to 200+ individual student profiles and optimising learning trajectories using diagnostic insights.
Applied problem-solving frameworks and mathematical modelling to enhance student performance in core topics such as functions, calculus, and statistics, contributing to measurable academic improvements
Studies
Singapore University of Technology and Design | 4.15/5Nov 2023 - May 2027
Bachelor of Engineering - Engineering Systems and Design
Specialization: Business Analytics & Operations Research | Financial Services Minor: Artificial Intelligence | Design, Technology & Society
Among the 4 studnets to be selected for 4 years fully funded study in Singapore through SUTD Design and Engineering Scholarship
Global Indian International School | 94.8%Oct 2020 - Jun 2022
Among the 15 studnets to be selected for 2 years fully funded study in Singapore through Global Citizen Scholarship
Ramakrishna Mission Vidyapith, Deoghar | 97.4%April 2015 - May 2020
Among the only 80 students to be selected from 5000+ applicants
Awards and Recognitions
SUTD : Design and Engineering Scholarship2023
Highest Merit Scholarship awarded by SUTD and Ministry Of Education Singapore
GIIS :Global Citizen Scholarship2022
Highest Merit Scholarship awarded by GIIS
SilverZone : international Olympiad of Science (iOS) - International Rank 12023
Class 10, Stage 2
Technical skills
Programming• Python (NumPy, Pandas, Scikit-learn, TensorFlow, PyTorch, Statsmodels) • R (KlaR, clustMixtype, ggplot2) • SQLite (RSQLite) • Julia (JuMP, Mosek)
AI/ML• Supervised/Unsupervised Learning • Agentic AI • Natural Language Processing • RAG Framework
Data Analysis• Statistical Analysis • Time Series Analysis • Tableau
Mathematics• MetaHeuristics Optimization and Systems Theory • Probability and Stochastic Modeling • Stastical Inference & Regression Analysis • Game Theory
