cv

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Basics

Name Simhadri Holagundhi
Label AI Developer
Email simhadri1998@gmail.com
Phone +49 15143508253
Url https://s1mhadri.github.io
Summary Artificial Intelligence Enthusiast with a strong background in Machine Learning, Deep Learning, and Interaction Technology. I am passionate about solving real-world problems using AI and building AI products that can help people.

Work

  • 2022.03 - Present
    Research Assistant
    Interaction Design and Technologies, Fraunhofer IAO
    • Applied research of interaction with multi-agent Large Language Models for multi-criteria decision making.
    • Implemented RAG with Large Language Models for customer support.
    • Developed a multi-objective search mechanism considering location, environmental, and driving context of cars.
    • Contributed to the development of an HMI prototype for proactive interaction in future cars (Patent application in progress).
    • Conducted comprehensive exploration, modification, and application of data science and data analytic prototypes.
    • Implemented ML models for predicting losses in Electrical Transformers, contributing to resource savings.
    • Developed a hands-free User Interface using an eye-tracker for a solar farm maintenance demo.
  • 2021.11 - 2022.02
    Research Assistant
    Analytic Computing, University of Stuttgart
    • Developed application prototype for a mixed reality experience using Microsoft HoloLens.
    • Integrated eye-tracking features for real-time guidance and knowledge transfer in medical environments.
    • Conducted a detailed study with medical experts to evaluate the product.
  • 2019.06 - 2019.08
    Project Intern
    Grydsense, Fraunhofer IAO
    • Developed firmware for ZigBee System-on-Chip (SOC) for Automatic lighting control system.
    • Integrated proprietary sensor board with ZigBee SOC.

Skills

Python
Pytorch
LangChain
HuggingFace
Pandas
OpenCV
Unity
C#
Mixed Reality Toolkit
Augmented Reality
Virtual Reality
Robotics
C/C++
ROS
Gazebo
Franka Emika Panda
Embedded Systems

Education

  • 2020.10 - 2023.10

    Stuttgart, Germany

    M.Sc.
    University of Stuttgart
    Information Technology
    • Deep Learning
    • Machine Learning
    • Detection and Pattern Recognition
    • Scientific Visualization
    • Software Engineering for Real-time systems
  • 2016.08 - 2020.08

    Bengaluru, India

    B.Engg.
    Dayananda Sagar College of Engineering
    Electronics and Communication Engineering
    • Signal Processing
    • Image Processing
    • Embedded Systems
    • Python Programming

Certificates

Languages

English
Fluent
German
Beginner
Kannada
Native Speaker

Interests

Human Centered AI
Explainable AI
Human Computer Interaction
Human Robot Interaction
Human Perception
Human Cognition
Large Language Models
Multi-modal models
multi-task learning
multi-agent systems
Natural Language Processing
Machine Learning
Computer Vision
Deep Learning
Data Analysis
Predictive Modelling

References

Chandan Kumar
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Dr. rer. nat. Korok Sengupta
He was instrumental in the development of a Microsoft Hololens Application in Unity where he incorporated the feed from ARRI mircoscopes used by surgeons at the Bundeswehrkrankenhaus, Koblenz. He successfully developed the framework where the eyetracking feature from Hololens was augmented on the microscope to enable remote doctors see where the surgeon was looking at during a surgery. Mr. Holagundhi's persistence and problem-solving approach was extremely appreciable. He can work independently but also clearly manages to list out challenges which could be solved during team meetings.

Projects