Manan Shah

Data Scientist

Bengaluru, Karnataka, India5 yrs 3 mos experience

Highly Stable

Key Highlights

Expert in machine learning and data visualization.
Proven track record in driving behavior modeling.
Strong background in mobile and data-centric solutions.

Stackforce AI infers this person is a Data Scientist specializing in Fintech and Automotive Technology.

Contact

mananshah0369@gmail.com LinkedIn

Skills

Core Skills

Machine LearningData VisualizationMobile DevelopmentData Processing

Other Skills

Amazon S3Amazon Web Services (AWS)Android DevelopmentApache AirflowApache KakfaApache SparkArtificial Neural NetworksC++CMakeCUDAComputational Fluid Dynamics (CFD)Convolutional Neural Networks (CNN)DASHData AnalysisDeep Learning

About

A Seasoned Data Scientist with 3+ years of experience in building smartphone-based telematics solutions. I have developed multiple product features through my career in the space of Driving Behaviour Modelling and Mobility Risk Intelligence. While my career has been focused on the building data centric solutions, I’ve contributed to every aspect of feature development ranging from conceptualization, algorithm design and implementation, deployment, testing and field performance monitoring. My passion as Data Scientist lies in identifying data sources that bring value long term value to product and build product features around it. I thrive to architect realistic solutions for business problems addressing customer needs. I have graduated from Indian Institute of Science (IISc) with Master's in Computational and Data Sciences focussed on Machine Learning and Scientific Computing. Specialties: - Python, Python Data Science Stack - Web App Development using Plotly, Dash, JavaScript - C++, CMake Build System, Cross Language Interfacing, Scientific Computing, Productionize machine learning models - Machine Learning Model Development - Apache Spark, Amazon Web Services, PostGreSQL - Sensor Data Analysis, Kalman Filtering, Sensor Fusion, Inertial Navigation Systems

Experience

5 yrs 3 mos

Total Experience

3 yrs 6 mos

Average Tenure

1 yr 9 mos

Current Experience

Credit karma

Data Scientist III

Jul 2024 – Present · 1 yr 9 mos

Zendrive

4 roles

Data Scientist III

Promoted

Jul 2023 – Jul 2024 · 1 yr · Bangalore Urban, Karnataka, India

Designed and implemented a machine learning solution in Python using Scikit-Learn to early identity user churn in Auto Insurance Qualification Program.
Build dashboards using Plotly-Dash to highlight root causes of user churn and measure impact of user engagement initiatives. Build data pipelines using Apache Spark and Apache Airflow to track model performance

Apache AirflowApache SparkApache KakfaPlotlyDASHScikit-Learn+2

Data Scientist II

Jan 2022 – Jun 2023 · 1 yr 5 mos · Bangalore Urban, Karnataka, India

Designed handsfree call detection capability for Zendrive SDK. Built PoC Android app to study feasibility of solution
Developed an interactive dashboard to visualize smartphone sensor data collected by Zendrive’s mobile SDK

Android DevelopmentMobile Development

Data Scientist I

Nov 2020 – Dec 2021 · 1 yr 1 mo · Bangalore Urban, Karnataka, India

Delivered several critical features in C++ to detect driving events (like brakes, acceleration, or phone usage etc.) based on smartphone sensor data for Zendrive SDKs.
Implemented cross language Interfaces of Zendrive SDK which enabled delivering server-side solution
Implemented scoring approach in C++ enabling customers to rate drivers on their network based on their driving behaviour and reward programs promoting safe driving

Sensor FusionPythonC++Data Processing