Waste Reduction & Store Segmentation ○ Drawing upon my extensive expertise in React, FastAPI, and SQL, I conceived and executed the development of a highly scalable Single Page Application (SPA). This dynamic application showcases its proficiency in processing and analyzing voluminous datasets through the implementation of K-means clustering. The primary objective was to identify the underlying causes of waste in the Fresh departments of retail stores.○ The application's insights proved invaluable, facilitating collaborative efforts with General Merchandise Managers (GMMs) and Divisional Merchandise Managers (DMMs). This collaboration led to the pinpointing of specific physical stores that warranted focused attention. Simultaneously, it revealed opportunities for scaling back in certain locations, thus harmonizing technological capabilities with store performance optimization.○ The culmination of these endeavors resulted in a noteworthy 15% reduction in waste (almost $2 Billion in savings), all the while preserving and even enhancing Profit and Sales metrics. Pricing Strategy & Flight Deck: ○ Utilized React, FastAPI, and SQL to create a scalable Flight Deck that enabled Walmart's Pricing team to manage pricing strategies proactively across different departments, such as Food. The solution led to a 150-bps increase in market share, demonstrating the effectiveness of the tool in achieving business objectives while maintaining Sales and Profit targets. Emphasized scalable design, allowing for growth and adaptation to emerging needs, along with continuous monitoring and iteration to ensure optimal performance and alignment with business goals.

○ HumanLink: An innovative platform matching Care Professionals with Elderly for home care, transforming how society supports older adults, families, and Care Professionals.○ Funding and Leadership: Secured private/public capital, chosen as one of five technology companies by The ARK Challenge in 2014. Led a team of 15, achieving USD 1+ million in cumulative revenue.○ Technical Excellence: Crafted the frontend using HTML, CSS, Angular, and Bootstrap, epitomizing efficient design and development.○ Investment and Closure: Faced with a challenging capital-raising environment and a mismatch between Revenue and Expenses, the difficult decision to cease business operations was made, resulting in the necessary layoff of employees.

○ Hedge Fund Success: Achieved annualized returns of 15% since October 2008 inception, with top ideas such as Coal India Limited, Xstrata, Cairn, Coal and Allied, Peabody Energy.○ Strategic Investment: Directed $2 million (Equity) into a 900 MW wind development company, yielding a 10x return through an astute sale to Greenko (AIM listed).

○ Investment Strategy: Crafted investment concepts by analyzing companies' competitive edge and employing valuation methods like discounted cash flows and private transactions. Benchmarked to MSCI International Oil and Gas Index; Top ideas – Petrobras, Gazprom, Petrochina, Reliance Industries, Novatek, and Cairn India.○ Global Influence: Successfully pitched GARP (Growth at a Reasonable Price) strategies to the Pioneer research portfolio, gaining endorsement from international PMs managing EUR 4 Billion across Dublin, Singapore, Boston, and Warsaw.

○ Juniper Health: A dynamic online platform offering a complete weight management program, integrating clinically proven medications with expert support from board-certified clinicians, Registered Dietitians, fitness coaches, and a Care Coordinator.○ Platform Creation:I designed and built a Full Stack Platform with a Nuxt/VueJS frontend to impart lessons and meticulously track progress. I deployed Authentication and RBAC using Supabase Auth, crafted Restful APIs with Supabase Edge functions, used cloud-hosted PostgreSQL, integrated Stripe for payments, and incorporated SendGrid & Twilio for customer alerts.

○ Coachwith.com: A supportive community of Walmart Suppliers, guiding each other through IT and operational challenges.○ Full Stack Platform Creation: Designed and built a Full Stack Platform using a Nuxt/VueJS frontend to facilitate community engagement through question posting, answer sharing, and community building. ○ Advanced Features: Implemented RBAC and Authentication using Supabase, real-time notifications, Restful APIs Fastapi, and integrated Mailchimp and SendGrid for transactional emails. Twilio for SMS notifications and Google Analytics for site analytics.○ Investment and Closure: Secured pre-seed capital from Institutional Investors but opted to close the company, returning capital due to insufficient traction.

Credit analyst for U.S. integrated electric, T&D, transmission and gas utilities in the Project Finance and Infrastructure Group. Maintain credit models incorporating projections and scenario analyses. Lead rating committees to change credit ratings and outlooks, write issuer press releases and credit opinions, lead issuer meetings and maintain credit and liquidity models. Track credit market activity for utility issuance including yields, credit spreads and ratings for internal benchmarking.