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I will do data analysis, eda, and build an automated reporting pipeline
India
AIML Engineer and Data Scientist
About this Gig
Got a dataset and no idea what it's actually saying? I'll do a thorough exploratory data analysis (EDA) in Python cleaning your data, uncovering patterns, spotting outliers, and building automated reporting pipelines that save you hours every week.
I've done this on 50,000+ transaction records, identified the top 5 revenue-driving product categories and 3 seasonal demand patterns and built automated Python pipelines that reduced manual reporting effort by ~3 hours/week while improving data accuracy across monthly dashboards.
What I deliver
- Full data cleaning: nulls, duplicates, type corrections, outlier handling
- Statistical summary: distributions, correlations, skewness, key metrics
- 10+ Matplotlib/Seaborn visualizations (trends, distributions, comparisons)
- Key findings written in plain English actionable insights, not just charts
- Automated reporting pipeline: run once, refresh anytime
- Python notebook + exported PDF/Excel report
Buyer requirements
- Your dataset: CSV, Excel, or database export
- What business questions do you want answered?
- Any specific metrics or KPIs you want tracked?
- Do you need an automated pipeline or a one-time analysis?
FAQ
How large a dataset can you handle?
I've worked with 50,000+ rows comfortably. For very large datasets (>1M rows), I'll use chunking or optimized Pandas pipelines.
What if my data is messy or incomplete?
That's normal — data cleaning is always part of my process. I'll document every transformation made.
Can I reuse the pipeline for future data?
Yes. The Standard and Premium pipelines are designed to re-run automatically when you drop in a new data file.
