Ranjith Panicker - Data Scientist

Q: Where is Ranjith based?

Ranjith is based in Potsdam, Germany .

Q: What languages does Ranjith speak?

Ranjith speaks the following languages: English (Advanced), German (Elementary) .

Q: How many years of experience does Ranjith have?

Ranjith has at least 4 years of experience. During this time, Ranjith has worked in at least 1 role and for 3 different companies . The average length of individual experience is 1 year and 6 months . Note that Ranjith may not have shared all experience and actually has more experience.

Q: What is Ranjith's latest experience?

Ranjith's most recent position is Data Scientist at Tiger Analytics .

Q: What companies has Ranjith worked for in recent years?

In recent years, Ranjith has worked for Tiger Analytics , Data Sutram , and Karus.ai .

Q: Which industries is Ranjith most experienced in?

Ranjith is most experienced in industries like Banking and Finance and Insurance .

Q: Which business areas is Ranjith most experienced in?

Ranjith is most experienced in business areas like Business Intelligence , Finance , and Information Technology (IT) .

Q: What is Ranjith's education?

Ranjith holds a Master in Data Science, AI & Digital Business from GISMA University of Applied Sciences and a Bachelor in Mechanical Engineering from University of Mumbai .

Q: Does Ranjith have any certificates?

Ranjith has 3 certificates . These include: Google IT Automation Professional Certificate , IBM Data Science Professional Certificate , and IBM Machine Learning Professional Certificate .

Recommended expert

Potsdam, Germany

Experience

Nov 2024 - Aug 2025

10 months

India

Data Scientist

Tiger Analytics

Developed deterministic pipelines to support credit eligibility assessment and campaign analytics, ensuring reproducible outputs and traceable reasoning.
Designed and implemented end-to-end analytical workflows for large-scale financial datasets (300M+ records), covering data ingestion, cleansing, feature engineering, modeling, and validation.
Formulated real-world business problems into computationally intensive tasks, enabling scenario analysis, segmentation, forecasting, and performance evaluation.
Verified model outputs and analytical results through systematic validation and sanity checks before stakeholder delivery.
Documented analytical assumptions, transformations, and modeling decisions to support reuse and auditability.

Mar 2022 - Oct 2024

2 years 8 months

India

Data Scientist

Data Sutram

Designed full data science problem pipelines for underwriting, fraud detection, and market expansion use cases using large, heterogeneous datasets.
Implemented Python-based analytical solutions spanning EDA, feature engineering, modeling, validation, and interpretation.
Created repeatable analytical frameworks to assess regional performance and acquisition strategies, increasing market share by 21%.
Built and validated anomaly detection and recommendation models with clearly defined evaluation criteria and reproducible results.
Collaborated on KPI definition and analytical problem framing to align business objectives with technical solutions.

Jan 2021 - Mar 2022

1 year 3 months

Data Scientist

Karus.ai

Designed and validated credit risk modeling problems for U.S. auto loan portfolios, incorporating statistical reasoning and predictive modeling.
Built end-to-end Python workflows for data extraction, preprocessing, modeling, and evaluation within production constraints.
Improved existing models through structured experimentation and controlled comparisons.
Automated data collection pipelines for forecasting models, ensuring repeatability and consistency across runs.

Summary

Data Scientist with 4+ years of experience in analytics, forecasting, and experimentation support across consulting and fintech environments. Strong background in marketing and customer analytics, including segmentation, attribution-oriented analysis, and decision support for acquisition and cross-sell strategies.

Experienced in building and validating predictive models, designing experiments, and working closely with business stakeholders to translate analytical outputs into clear, actionable marketing and strategic decisions. Strong focus on model rigor, data quality, and scenario-based analysis to support confident decision-making.

Skills

Programming: Python, Sql, Pyspark, R
Data Engineering: Etl Pipelines, Data Warehousing (Redshift, Bigquery), Apis, Snowflake
Big Data & Cloud: Aws (S3, Redshift, Ec2), Databricks, Spark, Gcp, Airflow
Databases: Postgresql, Mysql, Nosql (Mongodb)
Visualization & Bi: Tableau, Power Bi, Alteryx, Tableau, Rpa, Plotly
Deployment & Ops: Docker, Kubernetes (Basic Understanding)
Ai Frameworks: Hugging Face, Langchain, Openai Apis

Languages

English

Advanced

German

Elementary

Education

Sep 2025 - Sep 2026

GISMA University of Applied Sciences

MSc in Data Science, AI & Digital Business · Data Science, AI & Digital Business · Potsdam, Germany

Aug 2017 - Jun 2021

University of Mumbai

Bachelors in Mechanical Engineering · Mechanical Engineering · Mumbai, India

Certifications & licenses

Google IT Automation Professional Certificate

IBM Data Science Professional Certificate

IBM Machine Learning Professional Certificate

Profile

Created

December 2025

Last Update

December 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Ranjith based?

Ranjith is based in Potsdam, Germany.

What languages does Ranjith speak?

Ranjith speaks the following languages: English (Advanced), German (Elementary).

How many years of experience does Ranjith have?

Ranjith has at least 4 years of experience. During this time, Ranjith has worked in at least 1 role and for 3 different companies. The average length of individual experience is 1 year and 6 months. Note that Ranjith may not have shared all experience and actually has more experience.

What roles would Ranjith be best suited for?

Based on recent experience, Ranjith would be well-suited for roles such as: Data Scientist.

What is Ranjith's latest experience?

Ranjith's most recent position is Data Scientist at Tiger Analytics.

What companies has Ranjith worked for in recent years?

In recent years, Ranjith has worked for Tiger Analytics, Data Sutram, and Karus.ai.

Which industries is Ranjith most experienced in?

Ranjith is most experienced in industries like Banking and Finance and Insurance.

Which business areas is Ranjith most experienced in?

Ranjith is most experienced in business areas like Business Intelligence, Finance, and Information Technology (IT).

What is Ranjith's education?

Ranjith holds a Master in Data Science, AI & Digital Business from GISMA University of Applied Sciences and a Bachelor in Mechanical Engineering from University of Mumbai.

Does Ranjith have any certificates?

Ranjith has 3 certificates. These include: Google IT Automation Professional Certificate, IBM Data Science Professional Certificate, and IBM Machine Learning Professional Certificate.

What is the availability of Ranjith?

Ranjith is immediately available full-time for suitable projects.

What is the rate of Ranjith?

Ranjith's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.