Sampada B profile photo 1 on Tal

Sampada B

Masters in Data Analytics | Christ University

Bengaluru

2+ years of work experience

VAGMIN Research Labs LLP
Oct 20247 mosApr 2025

Bengaluru, Karnataka, India

Optimized perception algorithms by engineering features from raw LiDAR point cloud data, resulting in a 10% increase in object detection precision for autonomous navigation. ● Developed and refined machine learning models to classify spatial data, utilizing sensor fusion techniques to reduce false-positive detection rates. ● Led statistical analysis of sensor calibration data to identify and mitigate noise patterns, ensuring 99.9% reliability in high-stakes environment mapping.
VAGMIN Research Labs LLP
Oct 20247 mosApr 2025

●​ Deep Learning & Perception: Engineered features from raw LiDAR point cloud data, achieving a 10% increase in object detection precision for autonomous navigation. ●​ Sensor Fusion: Developed and refined machine learning models to classify spatial data, utilizing sensor fusion techniques to reduce false-positive detection rates. ●​ Statistical Analysis: Led noise-pattern mitigation in sensor calibration data, ensuring reliability in high-stakes environment.
May 20237 mosNov 2023

●​ Enterprise Migration: Spearheaded the transition of legacy analytics to Power BI for L&T, building a Python automation suite to enforce 100% data consistency across global reporting environments. ●​ Executive BI Systems: Architected interactive decision-making dashboards that transformed raw procurement data into strategic KPIs, directly supporting C-suite initiatives. ●​ Pipeline Optimization: Identified and resolved structural bottlenecks in Python-driven data flows, significantly increasing data reliability for downstream predictive modeling.
Apr 20238 mosNov 2023

Bengaluru, Karnataka, India

Sep 20201 yr 5 mosJan 2022

Bengaluru, Karnataka, India

Engineered end-to-end data pipelines using Python to analyze sales performance and inventory health, providing actionable insights for textile and apparel consulting engagements. ● Developed predictive demand models by applying exploratory and variance analysis to fabric-level and seasonal trends, optimizing stock levels across diverse client portfolios. ● Architected automated ETL workflows in Python for data validation and recurring reporting, reducing manual processing time by 30% and ensuring high data integrity.

Sampada’s AI Stack

claude code
claude code

Education

Christ University, Bangalore

Master's Degree, Data Analytics

Christ University, Bangalore

20222 yrs2024

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Headline

Masters in Data Analytics | Christ University

About

Dedicated and hard-working with a passion for Machine learning and AI to solve interdisciplinary problems. To seek and maintain a position that offers professional challenges utilizing interpersonal skills, excellent time management, and problem-solving skills. Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals.

Location

Bengaluru

AI stack

claude code

Work experience

Data Scientist at VAGMIN Research Labs LLP, Oct 2024 - Apr 2025 · 7 mos, Bengaluru, Karnataka, India, Optimized perception algorithms by engineering features from raw LiDAR point cloud data, resulting in a 10% increase in object detection precision for autonomous navigation. ● Developed and refined machine learning models to classify spatial data, utilizing sensor fusion techniques to reduce false-positive detection rates. ● Led statistical analysis of sensor calibration data to identify and mitigate noise patterns, ensuring 99.9% reliability in high-stakes environment mapping.

Data Science Intern at VAGMIN Research Labs LLP, Oct 2024 - Apr 2025 · 7 mos, ●​ Deep Learning & Perception: Engineered features from raw LiDAR point cloud data, achieving a 10% increase in object detection precision for autonomous navigation. ●​ Sensor Fusion: Developed and refined machine learning models to classify spatial data, utilizing sensor fusion techniques to reduce false-positive detection rates. ●​ Statistical Analysis: Led noise-pattern mitigation in sensor calibration data, ensuring reliability in high-stakes environment.

Data Engineer at Data Sturdy Consulting, May 2023 - Nov 2023 · 7 mos, ●​ Enterprise Migration: Spearheaded the transition of legacy analytics to Power BI for L&T, building a Python automation suite to enforce 100% data consistency across global reporting environments. ●​ Executive BI Systems: Architected interactive decision-making dashboards that transformed raw procurement data into strategic KPIs, directly supporting C-suite initiatives. ●​ Pipeline Optimization: Identified and resolved structural bottlenecks in Python-driven data flows, significantly increasing data reliability for downstream predictive modeling.

Data Associate Engineer at DataSturdy, Apr 2023 - Nov 2023 · 8 mos, Bengaluru, Karnataka, India

Data Analyst at Book My Vastra, Sep 2020 - Jan 2022 · 1 yr 5 mos, Bengaluru, Karnataka, India, Engineered end-to-end data pipelines using Python to analyze sales performance and inventory health, providing actionable insights for textile and apparel consulting engagements. ● Developed predictive demand models by applying exploratory and variance analysis to fabric-level and seasonal trends, optimizing stock levels across diverse client portfolios. ● Architected automated ETL workflows in Python for data validation and recurring reporting, reducing manual processing time by 30% and ensuring high data integrity.

Education

Master's Degree, Data Analytics, Christ University, Bangalore