Rodruey Simbul

Rodruey Simbul Rodruey Simbul Data Analyst  Pampanga, Philippines - - Portfolio Summary Originally on track for a Civil Engineering career, I discovered a passion for data analytics, automation, and problemsolving. In my role as a Pricing Analyst, I priced 80 listings for one month in just two days and 80 listings for two months in 3-4 days, with all decisions approved by the CEO within two weeks, driving profitability and earning early leadership recognition. Building on that success, I independently developed an AI-driven automation system that reduced manual content segmentation from 2-3 hours to 35-40 minutes per video, achieving 70-80% accuracy. With a strong foundation in SQL, Python, Excel, and Power BI, I’m eager to leverage my analytical skills and innovative mindset to drive data-informed decisions and continuously optimize business processes in a data analyst role. Education Don Honorio Ventura State University October 2020 to April 2025 Bacolor, Pampanga, Philippines Bachelor's in Civil Engineering I specialized in structural engineering, leading a research team to publish a paper on improving soil permeability using industrial byproducts. By establishing structured timelines, setting clear goals, and coordinating effectively, I overcame setbacks and ensured timely completion. Sharpened analytical thinking and problem-solving abilities through project challenges Learned to adapt quickly and break down complex concepts into efficient solutions. Gained valuable project management skills through structured timelines and goal setting. Developed strong communication skills through professional presentations and stakeholder interactions. Projects AI Video Processing System October 2024 - Present Project Creator  You can find detailed information about the project here Designed and built an AI-driven automation system that reduced manual content segmentation time from 2–3 hours to 35–40 minutes per video. Achieved 70–80% accuracy in content selection, benchmarked against manually edited videos. Integrated various AI models (Whisper, RoBERTa, Flan T5-base, TransnetV2, etc. ), deep learning frameworks, and algorithms using Python. Identified inefficiencies and optimized AI processes, improving productivity through automation. Relevant Experience Mostly Booked September 2024 to October 2024 Pricing Analyst - Part Time Remote Managed pricing for 80 short-term rental listings, leveraging data-driven pricing techniques, strategies and revenue optimization to maximize profitability. Priced 80 listings for one month in two days and 80 listings for two months in 3–4 days, with all pricing decisions approved by the CEO within two weeks of joining. Optimized underperforming listings that is steep on time, turning them into breakeven or profitable assets through data driven pricing decisions (e.g. historic data, booking trends, competitor analysis, and market fluctuations). Skills Soft Skills Data Analytics AI & Automation Advanced Intermediate Intermediate Bubbly, Enegetic, Smiles A Lot!, Loves to Help!, Obsessed with Improving, Adaptive, Grit and Resilience, Optimist, Vision for the Future, Proactive, Self-Starter, Does not Complain, Takes Accountability Seriously, Organized, Patient Python, SQL, Microsoft Excel, Power BI, Descriptive Statistics, Data Wrangling, Data Visualization, Data Modelling, Pricing Analysis, Revenue Optimization, Forecasting, Market Analysis, DAX, EDA Python, AI, NLP, Computer Vision, LLMs, Scripting, Prompt Engineering, Automation Technical Tools AI Agent Development Content Creation & Digital Media Intermediate Intermediate Advanced Cloud Computing, AWS, GCP, Jupyter Notebook, APIs, Visual Studio Co-Pilot Studio, Autonomous Workflows, Prompt Engineering (Instruction), Context Optimization, Multi-Step Prompting, Tool Integration, AI Agent Troubleshooting and Testing Video Editing, DaVinci Resolve, SEO, Copywriting, Digital Marketing, ECommerce, Scriptwriting, Thumbnail Creation, Photo Editing, GIMP, Canva SQL Associate Python Data Associate Certifications Associate Data Analyst 2024 2024 CodeAcademy DataCamp DataCamp  DataCamp  DataCamp  DataCamp AI Fundamentals 2024 Data Literacy DataCamp DataCamp  DataCamp  DataCamp 2025 2024 Additional Experience Started a community store to address the lack of nearby convenience shops. Worked as a Christmas lantern laborer as a teen, leading to an opportunity in a local factory. Launched a car referral business, failed but gained valuable lessons. Founded a printing service with zero capital, continuously improving it through data-driven analysis from high school to college. Sold pens, worked as a junior writer, and became a tutor to my peers. Explored content creation, NFT gaming, crypto, task-based online work, surveys, and more. Interests Data and AI Creative & Design Music Creating AI Agents, Exploring Different Models, Machine Learning, Alteryx 2D & 3D Design (Furniture & Pixel Art), Content Creation, Creating Notion Templates I sing, Play Instruments, Guitar, Piano, Violin, Ukulele Reading Books Coffee and Green Tea Eastern Fantasy, Finance, Traditional and Modern Health, AI, Investing, Real Estate, Fitness Achievements Academic Excellence Ranked 3rd out of 442 Junior High School completers. Head Male Broadcaster of the Radio Broadcasting Team (English), leading the team to Division Level Qualification twice. Consistent Honor Student with a 90+ average throughout Junior and Senior High School. Led a research team in publishing a thesis titled "Investigation of Permeability Changes in Ultisols Treated with Rice Husk Ash, Bagasse Ash, and Coconut Shell Ash Mixtures" in an international journal. Languages Filipino English Mandarin Native Proficient (C2) Beginner