Autonomous driving platform optimization
Enhancing performance and monetization through unified sensing platform
Location: California, USA
Project year: 2023
The Problem:
Autonomous driving promises a future where drivers can truly experience hands, legs, and eyes-off driving. However, achieving this level of autonomy involves integrating various solutions, leading to redundancies in sensing hardware and software, impacting both user experience and cost.
The Process:
Conducted research to understand the technical building blocks of autonomous driving features, (e.g. identifying the stack and sensors required for assisted lane change)
Identified overlaps and redundancies across features in terms of hardware and software to enhance system efficiency and reduce computational load
Collaborated cross-functionally with product planning, engineering, purchasing, and sales teams to design a unified sensing platform aligned with overall business goals
Quantified both financial and non-tangible monetization opportunities resulting from the extensibility and scalability of the unified sensing platform
The Solution:
Launched a proof of concept for the unified sensing platform, resulting in a remarkable increase in the performance of autonomous driving features and generating an additional $50+ million in revenue (Note: Details of technical and financial improvement are confidential)
AI Startups Acceleration
Empowering AI Entrepreneurship in Latin America
Location: Montevideo, Uruguay
Project year: 2024
The Problem:
Recognizing the need and responsibility to disseminate technological expertise in AI and entrepreneurship, MISTI of MIT initiated a 4-week program aimed at fostering AI entrepreneurship in Uruguay through hands-on experiential learning. The challenge was to equip and coach over 30 local entrepreneurs with both technical acumen and business knowledge to materialize their ventures.
The Process:
Defined the program's structure, curated key lessons, and crafted a curriculum enriched with experiential learning exercises. The curriculum delved into critical topics such as Machine Learning, Regression Techniques, Product Design and Entrepreneurial Finance
Delivered in-person lectures, workshops, and panel discussions to provide entrepreneurs with practical insights into the intricacies of AI technology and the steps of building a successful startup
Provided hands-on support throughout the entrepreneurs' journey, offering personalized coaching on pitching strategies for venture capitalists. This culminated in the organization of a high-profile pitching event attended by influential VCs from across Latin America
The Solution:
An interdisciplinary task force comprised of graduate MIT students was established. This diverse team, consisting of individuals with expertise in mechanical engineering, computer engineering, business, and management, collaborated under the guidance of pioneering professors such as Bill Aulet. I lead the business team to bridge technical expertise with entrepreneurial insights and empower aspiring AI entrepreneurs
Deep Dive on Innovation and Tech Entrepreneurship in Oceania
Leading a team of 20+ MIT MBA students on a 17-day journey
Location: Massachussets, USA
Project year: 2024
The Problem:
Recognizing the value of experiential learning, MIT Sloan identified the need to immerse MBA students in authentic business environments. Consequently, the challenge arose to craft a comprehensive academic curriculum, organize company visits, and orchestrate activities that would allow students to delve into real-world businesses, fostering a profound understanding of global innovation landscapes.
The Process:
Conducted expert meetings across MIT to discern the critical success factors specific to innovation and tech entrepreneurship in Oceania. This laid the groundwork for designing an insightful and tailored curriculum.
Devised a robust academic curriculum comprising five seminars, each focusing on a key aspect of the innovative ecosystem. Collaborated with industry experts and guest speakers to deliver firsthand insights
Facilitated strategic company visits in New Zealand and designed agendas to provide students with direct exposure to Oceania's thriving tech and innovation enterprises
Worked closely with MIT administration and fellow students to ensure seamless delivery on established milestones throughout the planning and execution phases
The Solution:
Established a dedicated student task force to take charge of organizing the flagship MIT Study Tour, gathering over 20 students for an unparalleled exploration of innovation and entrepreneurship in Oceania. Noteworthy companies, such as New Zealand Entrepreneurs Magazine, IceHouse Ventures, and influential speakers were featured, ensuring an enriching and insightful experience for all participants.