Experienced Business Analyst skilled in designing complex, data-driven prompts and response explanations to train an LLM. Brings the advantage of real-world experience in running a business, combined with corporate experience, enhancing adaptability, interpretative accuracy, and decision-making abilities. Strong focus on actionable outputs, deep data understanding, and strategic thinking to enhance user interactions and drive continuous improvement.
• Created structured, data-driven prompts and explanations to enhance model comprehension in large language model training, focusing on interpretability and accuracy.
• Led multiple research-intensive prompt engineering projects (RHLF, SFT), requiring analytical thinking, clear writing, and user-centered design.
• Drove continuous model improvement by identifying gaps in reasoning logic and crafting iterative feedback loops.
• Collaborated cross-functionally to align prompt design with evolving user goals, balancing precision and usability.
• Co-founded a net-enclosed box cricket arena; secured 80% of startup capital through data-driven investor engagement and customer acquisition strategy.
• Projected and achieved a 15% revenue increase in the first year through financial modeling, venue optimization, and strategic marketing alignment.
• Designed pricing and resource planning models that reduced operational costs by 20%, improving profit margins without compromising experience.
• Balanced operations, marketing, and stakeholder coordination, wearing multiple hats to stabilize the business post-launch.
• Helped improve bench resource utilization by 7% through supporting staffing strategies and internal deployment processes, including PMO tasks.
• Assisted with communication between business and delivery teams, ensuring alignment on project goals and timelines.
• Supported employee engagement efforts, contributing to a 6% increase in retention by gathering feedback and coordinating internal training.
• Helped reduce project delays by 11% by assisting with resource planning and adjusting schedules based on team input.
Certifed Scrum Master (CSM)
Amazon Web Services (AWS) AZ 900
• Reading business case studies to explore real-world challenges.
• Listening to podcasts on business and market trends.
• Watching documentaries on business models and global markets.
• Traveling for personal exploration, cultural enrichment, and networking opportunities.
• Playing badminton for mental stimulation, focus, and strategy.