Ishita Gupta
Market analyst and data scientist, commodities and analytics
ishita-gupta-3567
Hyderabad, India
Joined April 2026
Summary
Data-driven commodity market analyst who combines quantitative research and fundamental analysis to build trading strategies and execution tools for Asian and global futures markets. scribd
Strong academic foundation in computer science with an IBM specialization in Big-Data Analytics, recognized as a university gold-medalist and recipient of merit scholarships. ac+1
Active hackathon builder and project creator with multiple awards for data visualization, creative API use, and mentorship-focused tools; experienced in NLP, sentiment analysis, and dashboarding. devpost+2
Published researcher with work on algorithmic pairing for mentorship (Brace) presented at a 2024 IEEE conference, demonstrating interest in algorithm design and practical matching systems. ieee+1
Work
Education
Projects
Writing
Brace: A pairing algorithm for mentorship using compatibility score
January 1, 2024Proposes 'Brace', a computerized pairing algorithm designed to generate compatibility scores across fields to automate mentor–mentee (and similar) pairings; evaluates Brace's effectiveness and outlines applications for human-resource pairing.
Analyzing and Applying Human Perception to Generate Neuro-symbolic Art
Research work applying human perception to generate neuro-symbolic artwork (listed as indexed by Scopus and Crossref in resume).