Arup Mahatha
DTDC | IIT Kharagpur\'25
- Role
- Management Trainee at DTDC Express Limited
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Arup Mahatha
Specialize in end-to-end ML systems, from data pipelines to deployment and inference…
Experience
Management Trainee
Jun 2025 — Present · Mumbai, IN
Leading automation initiatives within Planning & Engineering to optimize under-the-roof processes across the nationwide network• Formulated a logistics pipeline using the elbow method to optimize bagging and sorting across 20+ hubs spanning 470+ facilities• Engineered vehicle loading/unloading models via L-BFGS-B, with error under 8% and 70% time savings through machine automation• Predicted rental costs for 17.2K+ pin codes with 15+ web-scraped features using robust linear regression, obtaining an R2 of 0.80• Architected and deployed 4 full-stack systems via React (TypeScript, Vite) and Supabase (PostgreSQL): area optimization from volume analysis, facility acquisition scoring, operational audits, and inventory dispersion management—with RESTful APIs and CRUD operations• Devised a Python-based CAPEX request approval pipeline with 18 rules, streamlining approvals and achieving 0.95+ F1-score
Education
Indian Institute of Technology, Kharagpur
Bachelor of Technology
2021 — 2025
Holy Cross School Chandankiyari
Class X
2007 — 2019
Chinmaya Vidyalaya, Bokaro Steel City
Class XII
2019 — 2021
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