Actively contributed to the advancement of cutting-edge large language models (LLMs) for a diverse portfolio of international clients. This role involved meticulously evaluating and refining AI-generated responses to enhance their quality, accuracy, and relevance. By creating high-quality, structured datasets and applying nuanced human judgment, I played a crucial role in shaping the models' conversational abilities, ensuring they align with specific tones, styles, and cultural contexts for a global user base.

Impact Points:

• Improved Model Accuracy and Reliability: Significantly reduced the frequency of factual errors and "hallucinations" by meticulously fact-checking and refining the model's outputs, leading to a more trustworthy and reliable AI for end-users.

• Enhanced User Experience and Safety: Played a key role in aligning the AI's behavior with human intent and ethical guidelines by identifying and mitigating toxic or biased outputs, resulting in a safer and more positive user interaction.

• Accelerated AI Development and Specialization: Provided critical human feedback that accelerated the model's learning process, enabling the development of specialized AI solutions tailored to specific industries like medicine and finance for a global clientele.

Developed a dynamic and user-friendly interactive land mapping dashboard for a prominent Indonesian energy company. This powerful tool was engineered to streamline the complex process of land acquisition for crucial energy infrastructure projects. By integrating diverse datasets and providing clear data visualizations, the dashboard facilitates a transparent and equitable land valuation process, ensuring fair compensation for public landholders.

Impact Points:

• Accelerated Project Timelines: Significantly reduced land acquisition timelines by providing a centralized, data-driven platform for rapid analysis and decision-making, minimizing delays in critical national energy projects.

• Enhanced Transparency and Community Relations: Fostered trust and goodwill with local communities by implementing a transparent and standardized land valuation process, leading to fairer compensation and a significant reduction in land-related disputes.

• Optimized Acquisition Costs: Enabled the company to make more strategic and informed decisions through precise land value assessments, resulting in optimized acquisition costs and more effective budget allocation.

Played a key role in scaling IGE (indonesiagreen), one of Indonesia's primary renewable energy charity platforms. This initiative focuses on providing clean, sustainable electricity to remote and underserved rural areas through the installation of photovoltaic (PV) systems. The project's success hinges on strategic collaborations with leading energy companies and foundations to fund and implement these life-changing projects.

Impact Points:

• Expanded Clean Energy Access: Directly improved the quality of life for thousands of individuals in rural communities by providing them with first-time access to reliable and clean electricity.

• Empowered Sustainable Community Development: Catalyzed new economic opportunities, enhanced educational possibilities, and improved healthcare access in rural areas through the provision of sustainable and reliable energy.

• Strengthened Corporate-Community Partnerships: Forged and managed impactful collaborations between corporations and communities, creating a powerful and sustainable model for corporate social responsibility in the renewable energy sector.

As a foundational team member at Psikku, I was instrumental in shaping its early-stage strategy by leading the business analysis, market analysis, and impact measurement frameworks. This groundwork was crucial in positioning the neuroscience-based digital mental health ecosystem to successfully secure backing from a prominent SOE corporate-backed venture capital firm.

Impact Points:

• Secured Critical Seed Funding: The comprehensive business and market analysis I developed was pivotal in attracting and securing essential early-stage investment, enabling the platform's launch and subsequent growth.

• Shaped an Evidence-Based Platform: Defined the core metrics and impact measurement framework that guided the development of a data-driven and clinically-informed mental health solution.

• Pioneered a New Market Niche: Identified and validated a significant and untapped market opportunity at the intersection of neuroscience and digital mental wellness, establishing Psikku as an innovative first-mover.

Serving as a Business Analyst Consultant at Medicplus, I spearheaded the conceptualization and development of an innovative real-time health assessment platform. My role focused on bridging the gap between the technical and innovation teams, ensuring the creation of a seamless and integrated medical ecosystem that empowers users with proactive health management tools.

Impact Points:

• Empowered Proactive and Preventative Health: Enabled users to monitor their health in real-time, facilitating early detection of potential health issues and promoting a shift from reactive to preventative healthcare.

• Enhanced Healthcare Efficiency and Accessibility: Streamlined the health assessment process for both patients and healthcare providers, reducing administrative burdens and making healthcare more accessible and patient-centric.

• Fostered a Collaborative and Integrated Medical Ecosystem: Created a synergistic platform that seamlessly connects patients, doctors, clinics, and insurance providers, fostering a more collaborative and efficient healthcare landscape.

Led the charge in transforming the traditional library concept into a modern "well-living" hub for study, work, and inspiration through LIBEX. This innovative startup empowers libraries and knowledge management institutions to unlock the full potential of their knowledge resources, creating dynamic and engaging environments for their users and the broader society.

Impact Points:

• Reimagined the Modern Library Experience: Successfully shifted the perception and function of libraries from static book repositories to vibrant and collaborative community centers that foster creativity, innovation, and lifelong learning.

• Increased Community Engagement and Patronage: The revitalized library model and enhanced digital services led to a significant and measurable increase in visitor numbers, user engagement, and community participation.

• Democratized Access to Knowledge: Implemented cutting-edge knowledge management solutions that made information and resources more accessible, discoverable, and relevant to the diverse needs of the community in the digital age.

Co-founded and helped establish a premier business listing directory designed to seamlessly connect buyers and sellers within the Australian and New Zealand markets. This initiative, which garnered support from the New Zealand Embassy and the Bank of Indonesia, provides a simple yet powerful platform for businesses to enhance their visibility and foster commercial connections.

Impact Points:

• Facilitated International Trade and Commerce: Strengthened economic ties and facilitated cross-border trade between Australia, New Zealand, and Indonesia by providing a dedicated and trusted platform for business discovery and engagement.

• Empowered Small and Medium-Sized Enterprises (SMEs): Provided an affordable and highly effective digital marketing channel for SMEs, enabling them to reach a broader international audience and expand their customer base.

• Enhanced Market Transparency and Accessibility: Created a centralized and reliable resource that significantly improved the visibility and accessibility of a diverse range of businesses operating within the Australian and New Zealand markets.

For two consecutive years, I dedicated my time as an industry mentor for a collaborative program between Skilvul and UNICEF. In this role, I had the privilege of teaching and inspiring high-school students in the fundamentals of entrepreneurship, the art of crafting a compelling business model, and the skill of identifying and capitalizing on market opportunities.

Impact Points:

• Inspired and Equipped the Next Generation of Innovators: Ignited an entrepreneurial mindset in young students, equipping them with the foundational knowledge, practical skills, and confidence to pursue their own innovative ventures.

• Developed Critical 21st-Century Skills: Fostered essential critical thinking, problem-solving, and pattern recognition skills by guiding students through the process of identifying real-world challenges and developing viable business solutions.

• Bridged the Gap Between Academia and Industry: Provided students with invaluable real-world insights and practical, hands-on experience that are directly applicable to the modern business landscape, better preparing them for future careers and entrepreneurial endeavors.