I am an AI/ML engineer with a profound interest in computer vision, uncertainty quantification, and time-series forecasting. I focus on building reliable perception systems and scalable ML solutions. My journey in technology has equipped me with valuable skills and experiences that I am excited to further develop and apply in real-world challenges.

HARSHVARDHAN KHANNA

I am an AI/ML engineer with a profound interest in computer vision, uncertainty quantification, and time-series forecasting. I focus on building reliable perception systems and scalable ML solutions. My journey in technology has equipped me with valuable skills and experiences that I am excited to further develop and apply in real-world challenges.

Available to hire

I am an AI/ML engineer with a profound interest in computer vision, uncertainty quantification, and time-series forecasting. I focus on building reliable perception systems and scalable ML solutions. My journey in technology has equipped me with valuable skills and experiences that I am excited to further develop and apply in real-world challenges.

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Experience Level

Expert
Expert
Expert

Language

Hindi
Fluent
English
Advanced
German
Beginner

Work Experience

Student Assistant at Fraunhofer IVI
November 1, 2024 - October 23, 2025
Developed and evaluated LiDAR-based panoptic segmentation model (MaskPLS) with uncertainty estimation techniques to benchmark reliability and calibration. Built reproducible training pipelines with configuration management and GPU-based job automation.
Student Assistant at Fraunhofer IOSB-AST
June 1, 2022 - October 23, 2025
Developed advanced DL models for weather time-series forecasting to improve model reliability. Annotated custom aerial imagery datasets and trained YOLO-based object detection models.
Intern at Fraunhofer IOSB-AST
December 1, 2020 - October 23, 2025
Configured and deployed MongoDB instance using Docker container. Performed initial time-series forecasting using various models to predict weather variables.
Application Development Analyst at Accenture Solutions Pvt. Ltd.
September 1, 2019 - October 23, 2025
Developed and optimized SQL-based ETL pipelines across multiple countries for a web application, ensuring reliable data delivery to clients.
Student Assistant at Fraunhofer IVI
November 1, 2024 - October 23, 2025
Developed and evaluated LiDAR-based panoptic segmentation model (MaskPLS) with uncertainty estimation techniques to benchmark reliability and calibration. Built reproducible training pipelines with configuration management, experiment tracking, and GPU-based job automation.
Student Assistant at Fraunhofer IOSB-AST
June 1, 2022 - October 23, 2025
Developed advanced DL models for weather time-series forecasting to improve model reliability. Annotated custom aerial imagery datasets with bounding boxes and trained YOLO-based object detection models, improving small-object detection accuracy.
Intern at Fraunhofer IOSB-AST
December 1, 2020 - October 23, 2025
Configured and deployed MongoDB instance, streamlining the data storage and extraction process. Performed initial time-series forecasting using various models to predict weather variables across Germany.
Application Development Analyst at Accenture Solutions Pvt. Ltd.
September 1, 2019 - October 23, 2025
Developed and optimized SQL-based ETL pipelines for a web application, implementing complex business rules and resolving application issues. Led workflows to ensure reliable daily transactional data delivery to clients.

Education

M.Sc in Research in Computers and System Engineering at Technology University of Ilmenau
October 1, 2019 - February 1, 2026
Bachelors of Technology in Electronics and Communication Engineering at Maharaja Agrasen Institute Of Technology
August 1, 2012 - May 1, 2016
M.Sc in Research in Computers and System Engineering at Technology University of Ilmenau
October 1, 2019 - February 1, 2026
Bachelors of Technology in Electronics and Communication Engineering at Maharaja Agrasen Institute Of Technology
August 1, 2012 - May 1, 2016

Qualifications

Add your qualifications or awards here.

Industry Experience

Computers & Electronics, Software & Internet, Education

Experience Level

Expert
Expert
Expert

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