Rohan G

•Played a key role in planning, coordinating, and ensuring the seamless execution of Pragyan, a techno-managerial fest with over 15,000+ attendees from across the country. •Led the invitation and execution of guest lectures featuring notable personalities such as Vijender Singh (UPSC mentor), Anil Swarup (Former Secretary, Government of India), and Dr. A. Velumani (Founder, Thyrocare). •Spearheaded the organization of Crossfire, Pragyan’s flagship national debate panel, drawing an audience of 1,500+, and brought together influential speakers and panelists to deliberate on impactful societal issues. •Worked with multiple stakeholders and college authorities to ensure smooth logistics, timely coordination, and impactful audience engagement throughout the fest.

- Evaluated the limitations of fixed-window STFT and logarithmic DWT grids for harmonic analysis, designing a Wavelet Packet Transform (WPT) solution that provides linear frequency resolution across the full spectrum. - Engineered a robust harmonic extraction pipeline that dynamically scans the wavelet tree for energy concentrations, successfully resolving closely spaced harmonics 250Hz vs 350Hz that standard filters failed to separate. - Synthesized experimental data to optimize filter bank parameters, determining that aligning Sampling Frequency 12.8 kS/s with packet bandwidth minimizes phase distortion and maximizes extraction accuracy.

- Built and deployed a machine learning–driven demand forecasting system (Linear Regression, Random Forest, XGBoost) leveraging 54-day sales trends, seasonal patterns, and ABC classification to predict 30-day SKU-wise demand with >99% R² accuracy. - Developed an intelligent inventory allocation engine that uses real-time DC stock, store-level forecasts, replenishment gaps, and SKU priority scores to dynamically distribute inventory across selected store clusters, replacing static allocation with adaptive model-based planning. - Integrated supply planning with logistics optimization, aligning weekly/bi-weekly dispatch frequency, routing, and truck capacity constraints to maximize service levels and reduce stockouts for 70+ Bangalore retail stores.

- Successfully completed a 21-day cohort-based learning program focused on key business domains: consulting, finance, and product management. - Recognized as a top 1% performer out of over 500 participants for outstanding engagement and project work. - Completed two capstone projects in consulting and product management, applying theoretical knowledge to real-world business cases. - Gained exposure to industry best practices through interactions with experts from McKinsey, Bain, ZS, Meesho, Tata1mg, and Google.

• Enhanced SIM Tracking Upload Compliance: Improved trip upload rates from ~67% to over 98% in 7 of 9 depots by coordinating daily with depot managers and driving operational accountability. • Enabled Tracking in New Depots: Spearheaded tracking implementation at newly launched Kochal and Tirunelveli depots, ensuring smooth onboarding and data visibility from Day 1. • Boosted Tracking Accuracy with Data Logic: Collaborated with supply chain and operations teams across South India to design and deploy a lat-long correction algorithm, improving tracking efficiency by 5–25% based on depot performance.

Scored 99% in Physics and 96% in Mathematics