Sayantika Banik

Rising Codementor

US$20.00

For every 15 mins

ABOUT ME

Data Scientist & Open source contributor

Strong emphasis on open source, data and community-driven innovation.

I bring deep expertise in client consultancy, strategy, analytics and data engineering. Turning complex data problems into actionable insights.

An active open-source contributor (SciPy, NumPy), mentoring globally.

My work:

🌟 2X founder
🌟 Collaborated with Indian School of Business (ISB) and PeakHealth tech (startup) to uncover burnout patterns in the workforce
🌟 Member Global R-Ladies team
🌟 Diversity and Inclusion Work Group @Python Software Foundation (PSF)
✨ Past Technical advisor @catalyst-cooperative
✨️ Past project incubator founding committee member @NumFocus
✨️ Past work group member @RSE Asia
✨ Past Board Member @Django Software Foundation

Chennai (+05:30)

Joined August 2024

EXPERTISE

Python

5 years experience

2 years experience

GitHub Actions

2 years experience

Custom workflows, from deployment to automation

Open Source Contributor

3 years experience

Data pipeline design

4 years experience

Community Building

6 years experience

Dashboards

4 years experience

REVIEWS FROM CLIENTS

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SOCIAL PRESENCE

GitHub

DataJourney

Featuring data engineering/analytics workflows developed with open source tools ✨

HTML

Depression_marker_detection

Identifying depression markers via social media and building an early-stage recommendation engine

Jupyter Notebook

EMPLOYMENTS

Independent Consultant

Self Employed

2024-03-01-Present

Spearheading collaborative initiatives at the intersection of business, data engineering, and open source.

Python

Data analysis

Python

Data analysis

Dashboards

Data Engineering

Storytelling

AI/ML

Data Scientist

Voltron Data

2022-11-01-2024-03-01

Building not just KPI(s) or metrics but the infrastructure around to support.
Revamped existing open source/ core product dashboar...

Building not just KPI(s) or metrics but the infrastructure around to support.
Revamped existing open source/ core product dashboards, introduced modularity iterated on the KPI(s) & design based on feedback from stakeholders. Introduced interactivity, automation and progress alerting via GitHub actions.
Contributed to elevating DevEx on Conbench

Python

ETL

Python

ETL

Data Science

GitHub Actions

Open Source Contributor

Quarto

Data Engineer

Quansight

2021-09-01-2022-09-01

Contributed to the next-gen developer CLI for SciPy, <a href="https://labs.quansight.org/blog/2022/05/the-evolution-of-the-scipy-devel...

Contributed to the next-gen developer CLI for SciPy, blogpost link
Developing end-to-end ETL pipelines for client projects using open source tools
Worked on rapid dashboard prototype using holoviz tech stack

Python

Big Data

ETL

Python

Big Data

ETL

Orchestration

Consulting

Data analytics

Open Source Contributor

PROJECTS

DataJourneyView Project

2022

Work in progress effort, featuring data engineering/analytics workflows developed with open source tools

Workflow

Data Science

End-to-End

Workflow

Data Science

End-to-End

Open Source Software

Using a combination of multiple facets of Health, Engagement and Productivity to estimate occupational burnoutView Project

2023

Problem statement To identify the signs of burnout in the workforce based on employee feedback and help organisations take timely action ...

Problem statement To identify the signs of burnout in the workforce based on employee feedback and help organisations take timely action for better health and higher productivity of their workforce. Final outcome End-to-end implementation & web-based dynamic dashboard.

Python

Open Source Software

Python

Open Source Software