Summary
Overview
Work History
Education
Skills
Websites
Accomplishments
Projects
Courses Certifications
Timeline
Generic

SANSKRUTI GURU

Bengaluru

Summary

Engineer with expertise in Artificial Intelligence, Machine Learning, and Data Engineering. Hands-on experience in applying ML models (Neural Networks, LLaMA, XGBoost, Random Forest, etc.), data pipelines, and database systems (SQL, MongoDB) to solve real-world business and healthcare problems. Proven track record in algorithm design, embedded systems, and data analysis across automotive, energy, and healthcare domains. Aspiring for roles as Data Scientist, AI/ML Engineer, or Data Engineer.

Overview

6
6
years of professional experience

Work History

Data/ML Engineer

Baxter Healthcare
Bengaluru
09.2024 - Current
  • Worked on healthcare data for infusion pumps, applying ML and neural network models for predictive analytics.
  • Designed and validated ML algorithms for anomaly detection, patient safety monitoring, and pump usage optimization.
  • Built data pipelines with MongoDB and SQL for storing and analyzing large-scale healthcare device logs.
  • Developed algorithmic logics for data-driven decision-making in medical device reliability and safety.

Embedded Engineer

Enphase Energy
Bengaluru
08.2022 - 09.2024
  • Worked on battery management systems (BMU) and firmware development across global battery variants.
  • Developed SOC/SOH estimation algorithms, diagnostics, and safety features.
  • Applied Python and automation frameworks for data analysis and testing.
  • Designed and validated algorithms in MATLAB, microcontroller architecture, and CAN/SPI communication.
  • Gained transferable expertise in data analysis, algorithm development, and automation.

System Engineer (Assistant Manager)

OLA Electric
Bengaluru
07.2020 - 08.2022
  • Designed and tested BMS for electric scooters (S1 & S1 Pro).
  • Developed SOC/SOH algorithms, thermal management, and vehicle state logic using MATLAB and Python.
  • Conducted SIL/MIL testing, CAN/SPI communication, and system simulations.
  • Experience in product lifecycle, embedded firmware, and safety-critical systems.

Trainee – Electric Vehicle Charger

L&T Technology Services
Bengaluru
05.2019 - 06.2019
  • Worked on diagnostics, fault management, and microcontroller-based EV charger systems.
  • Conducted MATLAB simulations and ARM/Linux architecture projects.

Education

PGD-ABA - Applied AI/ML, Data Science, Business Analytics

Indian Institute of Management Ahmedabad
Ahmedabad

B.Tech - Electrical & Electronics Engineering

VIT University
Vellore
01.2020

Senior Secondary -

Ashoka Hall SSC School
Jabalpur

Skills

  • Python
  • SQL
  • Embedded C
  • C/C
  • MATLAB/Simulink
  • VBA
  • Neural Networks
  • ML Models(Llama /Mistral)
  • XGBoost
  • Random Forest
  • Regression
  • Classification
  • Data Analysis
  • MongoDB
  • MySQL
  • Data pipelines
  • Pandas
  • NumPy
  • Scikit-learn
  • TensorFlow
  • Robot framework
  • Skynet automation
  • Healthcare (Infusion Pumps)
  • Electric Vehicles
  • Battery Management Systems
  • Leadership
  • Teamwork
  • Problem Solving
  • Communication
  • Public Speaking

Accomplishments

  • State-level UCMAS merit holder (twice)
  • Initial scholarship by VIT for VITEE rank
  • Editorial Head – Creativity Club
  • District-level Chess Player
  • Awarded Excellence in Extra-Curricular Activities

Projects

Aditya Birla Insurance – IIMA Project, Applied AI/ML models (LLaMA, Random Forest, XGBoost) for insurance risk prediction and customer analytics., Built classification and regression models to optimize claims prediction and policy recommendation., Delivered insights for strategic decision-making using data-driven approaches.

Courses Certifications

  • Data Scientist’s Toolbox – Coursera
  • Python 100 Days of Code – Udemy
  • Embedded C and Assembly (8051 Microcontroller) – Udemy
  • Electric Vehicles and Mobility – Coursera
  • Battery Management Systems – Coursera

Timeline

Data/ML Engineer

Baxter Healthcare
09.2024 - Current

Embedded Engineer

Enphase Energy
08.2022 - 09.2024

System Engineer (Assistant Manager)

OLA Electric
07.2020 - 08.2022

Trainee – Electric Vehicle Charger

L&T Technology Services
05.2019 - 06.2019

PGD-ABA - Applied AI/ML, Data Science, Business Analytics

Indian Institute of Management Ahmedabad

B.Tech - Electrical & Electronics Engineering

VIT University

Senior Secondary -

Ashoka Hall SSC School
SANSKRUTI GURU