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I help businesses clean, organize, analyze, and present data clearly using Excel, Python, and dashboard tools. My background combines data analysis, financial reporting, forecasting, and business intelligence experience, allowing me to turn raw information into accurate reports, dashboards, and actionable insights. I have worked on Excel dashboard creation, data entry, research tasks, financial reporting, pricing analysis, KPI monitoring, and forecasting. At Schneider Electric, I supported business intelligence work involving pricing data, dashboards, and performance analysis. As CFO at Alfazza Tri Utama CV, I prepared profit and loss reports, financial projections, and financial records. I can support projects such as Excel dashboards, data cleaning, data entry, financial reporting, KPI tracking, forecasting, and business analysis. I focus on accuracy, clear communication, and reliable delivery.

🧠 What I Do I work across data analysis and market research, helping turn complex data into clear, actionable insights for business decisions. I also incorporate AI tools into my workflow — including AI video generation platforms — while supporting content creation and social media direction when needed. 📌 Projects I’ve Worked On • SaaS Startup Research — compiled and analyzed data across platforms like Stripe, Wise, and other payment providers to support market positioning and business decisions • AI Platform Research — worked on analysis involving tools like HeyGen, Luma Labs, and Synthesia, evaluating capabilities, positioning, and real-world use cases • Market Sizing (TAM, SAM, SOM) — conducted structured research to validate startup opportunities and identify growth trends • Customer Retention Dashboard — built dashboards combining sales and behavioral data to track performance and insights • Financial Cost Analysis & Forecasting — analyzed software subscription costs and created models for budgeting and planning 📝 Content & Social Media I also write finance-related content on my blog Kachingss, covering freelancing, investing, and market trends — translating research into clear, reader-friendly insights. I’ve also explored social media content formats, including carousel-style posts, to repurpose insights into more engaging content. ⚙️ Tools Excel (Power Query), SQL, Python Power BI, Tableau, Google Looker Studio 🌐 Additional Fluent in English, Malay, Chinese, and Cantonese, allowing me to work across different markets and sources.

I help businesses with market research, online research, AI training, data collection, and administrative support. I deliver accurate, well-organized work with clear communication and attention to detail. I am currently studying Artificial Intelligence and have experience working on AI-related tasks, research projects, and data organization. I focus on delivering clear, accurate, and well-structured work while maintaining good communication with clients. I can help with: • Online research and information gathering • AI training and response evaluation tasks • Data annotation and labeling • Content writing and article writing • Data entry and spreadsheet organization • Survey participation and testing projects I have experience conducting web research, collecting and verifying information, identifying companies, and maintaining organized datasets. I am detail-oriented, reliable, and committed to completing tasks efficiently while meeting deadlines. I am always open to learning new tools and supporting clients with research and AI-related projects.

I currently evaluate frontier AI model outputs for AI data companies. Before that, I spent years in roles where data accuracy mattered, from maintaining digital nautical charts used for marine navigation to serving as subject matter expert for geographic and demographic research datasets used in major business decisions. Here's what my background means for your project: -Accuracy. I read style guides closely, flag ambiguities early, and catch edge cases. I've spent my career reviewing data and product releases for accuracy before they reached the people relying on them, and I bring the same care to annotation and QA work. -Communication. I've supported major client accounts, run trainings, and written documentation that makes complicated data understandable. I respond quickly, ask questions when the brief is unclear, and keep you updated. Relevant experience. Annotation frameworks, QA workflows, and quality rubrics are what I work in daily, so there's no ramp-up time on your project. WHAT I DO: -AI Data & Annotation: AI model evaluation and response rating, AI data annotation and labeling across text, audio, and video, transcription and transcription QA for audio, video, and meeting notes, and app and software testing grounded in professional UAT experience -Data & Research: data entry, enrichment, and database management in Excel and Airtable, data analytics, market and competitor research, consumer segmentation and audience profiling, demographic and geographic reporting, and survey design and analysis -GIS & Geospatial: custom mapping and spatial analysis with ArcGIS Pro, QGIS, FME, and Mapbox, plus location data and demographic mapping for real estate, urban planning, and logistics. I hold a Geography degree and worked as a professional geospatial analyst. -Writing & Voice: proofreading and copyediting, technical documentation, how-to guides, training materials, and SOPs, plus voiceover recorded on a professional condenser mic -Travel Planning: I'm a liscensed travel advisor who creates personalized itineraries for any budget or style, end-to-end logistics covering flights, accommodations, ground transport, visas, and travel insurance, plus access to exclusive hotel, cruise, and airline rates and perks Whether it's a quick transcription review or a multi-week research engagement, I read the brief carefully, deliver clean work, and hit the deadline! If you have a project that needs careful, consistent execution, send me a message with the details.

Medical doctor (MBBS) and experienced AI content evaluator with over 18 months of hands-on data annotation and content moderation work at Outlier. I specialise in evaluating AI-generated text, images, and multimedia for quality, safety, accuracy, and policy compliance, which is exactly the work that makes frontier AI models better and safer. What I bring to AI evaluation projects: Assessed and moderated AI outputs across text, image, and conversational formats, flagging harmful, misleading, or policy-violating content with structured reasoning Applied annotation rubrics and ranking frameworks to evaluate AI responses by relevance, helpfulness, and safety risk Delivered clear, actionable written feedback directly to development teams to support iterative model improvement Documented findings using Google Sheets and Notion; consistently met daily review targets in a fully remote environment Why my medical background matters for this work: A medical degree trains you to analyse complex information under pressure, apply structured frameworks to ambiguous situations, and communicate findings precisely. These are exactly the cognitive skills that separate good AI evaluators from great ones — especially for health, science, and high-stakes content. I'm a strong fit if you need: ✔ AI content moderation & safety evaluation ✔ Text and image annotation ✔ Video content evaluation and QA ✔ LLM response ranking and RLHF-style feedback ✔ Medical or scientific content review ✔ Social media content policy assessment

⭐️⭐️⭐️⭐️⭐️ 5.0 With 8+ years of experience and a Top Rated status with 100% Job Success, I help businesses and researchers transform complex datasets into clear, actionable insights that drive real results. Over the years, I have worked across healthcare, manufacturing, finance, e-commerce, and academic research giving me the ability to understand industry-specific data challenges and deliver analyses that actually matter to your bottom line. 🔧 Core Expertise: "Statistical Analysis & Modeling " : Hypothesis testing, regression analysis, ANOVA, predictive modeling, A/B testing, and time-series forecasting using R, SPSS, SAS, Stata, and JMP "Business Intelligence & Dashboards" : Interactive Power BI dashboards, KPI tracking, automated reporting, and data visualization that tells a story your stakeholders can act on "Data Cleaning & Preparation" : ETL workflows, data validation, missing data handling, and transformation using SQL, Python, and Excel "Six Sigma & Process Improvement" : DMAIC methodology, process capability analysis, control charts, and quality improvement for manufacturing and operations 📊 What I Deliver: Clean, analysis-ready datasets, no more messy spreadsheets Interactive Power BI dashboards your team will actually use Statistical reports written in business language, not jargon Predictive models that forecast trends with measurable accuracy Clear recommendations backed by data, not guesswork 🌟 What Makes Me Different: I don't just hand you a file and walk away. Every project comes with a plain-language summary of findings and specific recommendations you can implement immediately. My clients return because I make data make sense and I deliver on time, every time. 100% Job Success | Top Rated | 8+ Years Experience | Six Sigma Certified 💬 Have a project in mind? Send me a message I respond within few minutes and can start immediately.