MK DataScenario

We are a results-driven data team with 8+ years of experience delivering end-to-end BI solution, from scalable ETL pipelines & machine learning models to interactive dashboards and AI applications.
Whether you need a robust data infrastructure built on AWS and Snowflake, a predictive ML model, a real-time dashboard, or Python automation tool powered by LLMs — we deliver production-grade solutions that drive measurable business impact.

WHAT WE OFFER
Data Engineering & Pipelines
• End-to-end ETL/ELT pipeline development (Python, Airflow, SSIS)
• Cloud data infrastructure: AWS (EC2, S3, Lambda, Glue, RDS, Athena), Snowflake
• Data warehouse design, SCD Type 2, incremental loads, partitioning
• Real-time data processing with Spark and S3 event-driven Lambda functions
• 60% AWS cost reduction delivered for a 60M+ record pipeline

Machine Learning & AI Solutions
• Predictive modeling: XGBoost, Prophet, Scikit-learn, TensorFlow
• NLP: Naive Bayes, TF-IDF, text classification & product categorization
• Recommendation systems using collaborative filtering
• Computer vision: YOLO-based object detection, OpenCV, DeepFace
• LLM & AI app development: Groq API, Gemini API, prompt engineering
• OCR solutions for automated invoice and document extraction

Business Intelligence & Dashboards
• Tableau, Power BI, and QlikSense dashboard development
• Row-level security, automated email reports, web portal integrations
• Marketing analytics: pricing trends, basket analysis, market share
• Demand forecasting and retail inventory optimization
• Delivered dashboards contributing to $5M+ in client revenue

Python & Automation Development
• Web automation: Selenium, BeautifulSoup scraping pipelines
• Streamlit app development for internal tools and data products
• REST API integration and backend development (Flask, Django)
• Odoo ERP customization and workflow automation
• Data cleaning, processing, and reporting with Pandas, NumPy

KEY ACHIEVEMENTS
Built ETL pipeline processing 60M+ records
Delivered BI dashboards — $5M+ revenue impact
Reduced AWS infrastructure costs by 60% through pipeline optimization
Developed AI-powered apps using Gemini API, Groq API, and LLM integrations
Built demand forecasting systems reducing stockouts across retail stores