Open to opportunities

Aakriti Saxena

@aakritisaxena

Data Science Engineer building EV analytics, ML models, real-time data pipelines, and scalable backend systems using Python, SQL, Kafka & APIs.

India

Message

What I'm looking for

I'm looking to build machine learning, data, and backend systems that turn real-time telemetry into reliable operational decisions, especially in scalable, cloud-ready products.

I’m a Data Science Engineer at GreenCell Mobility, working on large-scale EV fleet analytics and intelligent mobility solutions. My work involves analyzing vehicle telemetry and operational data, developing ML-based predictive models, building automated analytics and monitoring systems, and creating dashboards and APIs that support fleet operations and decision-making.

I have hands-on experience with Python, SQL, machine learning, Django, REST APIs, MySQL, Kafka, Celery, Redis, and data pipelines. I’ve worked on real-time vehicle telemetry, CAN data ingestion, accident prediction, energy and battery analytics, driver-safety monitoring, and automated reporting systems.

Beyond data science, I’m actively expanding into backend engineering and distributed systems, with a strong interest in microservices, API gateways, Kafka, system design, and scalable backend architecture. I enjoy solving complex engineering problems and building production-oriented systems that have a measurable impact on real-world operations.

Experience

Work history, roles, and key accomplishments

Current

Data Science Engineer

Current

GreenCell Mobility Pvt. Ltd.

Aug 2025 - Present (1 year 1 month)

Design and deploy machine learning models for electric vehicle fleet management, including accident prediction, anomaly detection, and predictive maintenance systems. Lead development of an Accident Prediction Model and build real-time fleet analytics tools.

Python scikit learn TensorFlow Feature Engineering Hyperparameter Tuning Time series Forecasting Statistical Modeling Anomaly Detection predictive modeling Fleet Analytics Visualization

Data Science Intern

GreenCell Mobility Pvt. Ltd.

Feb 2025 - Jul 2025 (5 months)

Developed real-time fleet analytics tools using Django, Plotly, Leaflet, and REST APIs to monitor state of charge, temperature, voltage, and energy consumption across 500+ electric buses. Engineered a machine learning-based Accident Prediction Model and automated KPI monitoring pipelines.

Django Plotly Leaflet REST APIs Machine Learning Feature Engineering SMOTE Docker Celery PostgreSQL KPIs Asynchronous Reporting

Software Development Engineer Intern

Queue Protocol

Jul 2024 - Sep 2024 (2 months)

Built responsive, production-grade web applications using React.js, Redux, JavaScript, HTML5, and CSS3, improving page-load performance by 20%. Integrated RESTful APIs with frontend applications and contributed to backend bug fixes and unit testing using Jest.

React Redux JavaScript HTML5 REST APIs Jest Unit Testing Frontend Development Backend Development

Education

Degrees, certifications, and relevant coursework

University School of Information, Communication and Technology (GGSIPU)

Bachelor of Technology, Information Technology

Grade: 8.44 / 10.0

Activities and societies: Relevant Coursework: Data Structures and Algorithms (C++), Database Management Systems, Operating Systems, Object-Oriented Programming, Computer Networks, Software Engineering, Artificial Intelligence, Machine Learning

Bachelor of Technology in Information Technology with a minor specialization in Machine Learning and Artificial Intelligence, achieving a GPA of 8.44 out of 10.0.