Hi there! I'm Rimiya Rimshi K M, an aspiring Data Scientist and Data Analyst from Kerala, India 🇮🇳. I have hands-on experience in data visualization, automated MIS reporting,LLM Applications and predictive analytics to support business operations and strategic data-driven decision making.
I specialize in managing complex datasets, performing rigorous data cleaning, and designing optimized Star Schema data modeling to ensure data quality and integrity. I am adept at translating multi-million-row transaction logs into interactive KPI dashboards under tight deadlines and enjoy turning complex data into clear, actionable stories.
When I am not coding, I am exploring AI-assisted data analysis and staying at the cutting edge of modern business intelligence practices to help organizations solve real-world problems at scale.
"In God we trust; all others must bring data." — W. Edwards Deming
- 🔭 Currently Building: Optimized ETL pipelines and business intelligence dashboards.
- 🌱 Currently Learning: Advanced Financial Reporting & Predictive Analytics.
- 🧠 Exploring: AI-Assisted Data Analysis, Prompt Engineering, and MLOps basics.
- 💡 Ultimate Goal: Deploy highly efficient, localized analytical tools that accelerate executive decision-making.
- 📫 Reach Me At: rimiyarimshi07@gmail.com
📈 Core Competencies
| Domain | Skills |
|---|---|
| Data Analytics & EDA | Exploratory Data Analysis (EDA), Trend Analysis, Variance Analysis, Feature Encoding |
| Business Intelligence | Dashboard Development, KPI Reporting & Monitoring, Management & Commercial Reporting |
| Data Engineering | SQL Queries, Complex Database Querying, Data Cleaning, ETL Pipelines, Star Schema Layouts |
| Predictive Modeling | Missing Value Imputation, Model Benchmarking, Classification Algorithms, Accuracy Validation |
| Financial & Retail Analytics | Sales Performance Analysis, Retail Analytics, Operational Reporting, Forecasting |
| # | Topic | Status | Proficiency Level |
|---|---|---|---|
| 01 | Advanced MS Excel & Data Cleaning | 🟢 Completed |
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| 02 | SQL & MySQL Database Querying | 🟢 Completed |
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| 03 | Python Data Science (Pandas & NumPy) | 🟢 Completed |
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| 04 | Data Visualization (Power BI & DAX) | 🟢 Completed |
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| 05 | Dashboard Design (Tableau Layouts) | 🟢 Completed |
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| 06 | Machine Learning Pipelines (Scikit-learn) | 🟢 Completed |
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| 07 | AI-Assisted Data Analysis & Engineering | 🟢 Completed |
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I believe great things happen when curious minds work together. Whether you are a fellow learner, a developer, or a business professional — let's build something impactful.
🧩 Areas I'd Love to Collaborate On
| Domain | What We Can Build Together |
|---|---|
| Data Analytics & BI | Business dashboards, KPI reports, EDA notebooks, data storytelling projects |
| AI & ML Engineering | Predictive models, classification systems, automated pipelines, Streamlit web apps |
| Retail & HR Analytics | Workforce diagnostic sheets, inventory monitoring frameworks, supply chain optimization |
| Competitions & Hackathons | Global data challenges, open-source data utilities, and business intelligence sprint events |
- 🔍 Rigorous Attention to Detail: A strong analytical mindset focused on data accuracy.
- 🐍 Technical Synergy: Solid Python data stack skills paired with highly optimized SQL querying capabilities.
- 📊 Advanced Analytics: Ability to write complex conditional DAX logic (e.g.,
SWITCH(TRUE())) for automated enterprise alerts. - 🤝 Professional Integrity: A collaborative, continuous-learning attitude focused on data integrity and quality governance.
Let's connect and turn ideas into intelligent, data-driven solutions!
