Manoj Kolpe Lingappa
Data Analyst| Data Scientist| Data science| Machine learning| Gen AI
- Role
- Software Engineer Ai at Wipro
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Manoj Kolpe Lingappa
I am a developer, aspiring to take up opportunities in Data analysis, Digitisation, Data…
Experience
Software Engineer Ai
Sep 2024 — Present · Bengaluru, IN
Designed and developed an automated EDA pipeline to generate dynamic HTML reports from CSV inputs- Conducted automated testing of modules, including AutoPrep (data preparation), AutoSampling (sampling strategies), and AutoML (model building using PyCaret), deployed as a Chat Agent powered by Amazon LLM Anthropic AI- Integrated Plotly for interactive visualizations(AutoEDA) including bar charts, histograms, scatter plots, box plots, and 3D plots- Implemented descriptive statistical analysis, including mean, median, mode, standard deviation, min, and max values- Added advanced correlation heatmaps and missing value visualizations to highlight key data patterns.Integrated an LLM ibm-granite/granite-vision-3.1-2b-preview to generate insights from Plotly chart images- Worked on the system prompting to generate the Auto EDA report- Languages, Libraries, and Tools: Python, Pycaret, Pandas, Numpy, Matplotlib, Plotly, Jinja2, HTML, CSS, VS Code, Pytest.
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