Hello! I'm Anshul
From a young age, I have been driven by motivation and passion. Whether exploring new opportunities, acquiring additional skills, or connecting with new people, I bring these values to every experience - both personally and professionally. To learn more about me, feel free to explore my site or reach out directly.
Anshul Suresh Bansal
AI Engineer at LUIS Technology GmbH​
​
M.Sc in Computer Science (Informatik), Germany
Specialization - Intelligence and Data
Phone:
+49 - 17693132483
+91 - 9595380909
Email:
Addresses:
Current: Horner Landstraße 217,
22111 Hamburg
Date of Birth:
May 2nd, 1995
WORK EXPERIENCE
December 2023 - Current
AI Engineer
Roles and Responsibilities:
-
Collaborated with several customers to develop proof-of-concept products.
-
Conducted extensive training experiments across YOLO models, optimizing parameters to maximize model accuracy.
-
Integrated RAW cameras for object detection on embedded platforms like NVIDIA Jetson Orin AGX.
-
Developed custom object detection metrics to analyze model accuracy.
-
Analyzed performance gaps between simulated and real-world data.
July 2021 - November 2023
AI Engineer
Roles and Responsibilities:
-
Trained object detection models, including ResNet, EfficientDetLite, and YOLO, using toolkits and libraries such as NVIDIA TAO, TFLite Model Maker, and Ultralytics.
-
Deployed EfficientDetLite and YOLO models on platforms like NVIDIA DeepStream, Triton, and RKNN.
-
Integrated TI Radar to enable sensor fusion for object detection on embedded platforms such as NVIDIA Jetson Xavier NX.
-
Implemented parallel execution of multi-GStreamer pipelines.
-
Implemented standard object detection metrics to analyze model accuracy.
-
Curated open-source datasets for object detection use cases
April 2021 - June 2021
Software Developer Intern
Roles and Responsibilities:
-
Developed a custom GStreamer overlay plugin by integrating libraries such as OpenCV, OpenCV CUDA, Cairo, and NVIDIA DeepStream using C++.
-
Designed and implemented a GTK-based application for real-time GStreamer pipeline management.
Reliance Jio Infocomm Ltd.
October 2017 - February 2018
System Engineer
Roles and Responsibilities:
-
Addressed end-user queries related to issues in the phone application and provided effective solutions.
-
Documented user queries, discussions, and resolutions to enhance future support processes.
-
Resolved Level 1 (L1) tickets by visiting on-site, repairing faulty equipment, or facilitating replacements.
PROJECTS
Master's of Science Thesis (2020)
-
This master’s thesis focuses on estimating optical flow using multiple images (image triplets).
-
The work involved enhancing the current architecture, resulting in a 30% performance improvement.
-
Additionally, a neural network was developed from scratch using a machine learning framework.
-
Data handling tasks were accomplished using Python libraries.
Dataset - MPI Sintel Final Pass
Thesis Report - Can be found here
Master's of Science Project (2018-2019)
Development and Implementation of OpenCL Kernels for Deep Neural Networks on Intel Stratix 10 FPGAs conducted at the Parallel Computing Center, University of Paderborn.
Roles and Responsibilities:
-
Developed a custom FPGA plugin from scratch in C++ to parse OpenCL kernels.
-
Performed manual optimizations of OpenCL kernels for improved performance.
-
Documented key insights, milestones, and performance metrics using LaTeX.
AGMARK Food Product Authorization
Bachelor of Engineering Project (2017)
Project Sponsored by: National Informatics Centre
Roles and Responsibilities:
-
Designed and developed a web-based system for food product quality checking and approvals.
-
Built an Android application to track the product status within the system.
EDUCATION
April 2018 - December 2020
Master's Degree
Universität Paderborn
Paderborn, Germany
Field - Computer Science
Focus Area - Intelligence and Data
Final Grade - 2.2
June 2013 - May 2017
Bachelor's Degree
Savitribai Phule Pune University
Pune, India
College - Modern Education Society's College of Engineering Pune (MESCOE)
Field - Computer Science
Final Percentage - 70.80 (First Class with Distinction)
June 2011 - April 2013
Junior College (Abitur)
Maharashtra State Board of Secondary and Higher Education
Pune, India
Junior College - St. Vincent's High School
Final Percentage - 81.17 (First Class with Distinction)
April 2001 - March 2011
High School (Hauptschule)
Maharashtra State Board of Secondary and Higher Education
Pune, India
High School - St. Joseph's Boys' High School
Final Percentage - 88.91 (First Class with Distinction)
SKILLS
Object Detection SDKs:
Programming Languages:
Machine Learning Frameworks and Libaries:
Databases:
Tools & IDE:
Documentation:
CERTIFICATIONS
Udemy Online Courses
TensorFlow2 and Keras Deep Learning Bootcamp
-
Covered neural networks such as Artificial Neural Networks (ANNs), Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Natural Language Processing (NLP), Autoencoders, and Generative Adversarial Networks (GANs).
Complete SQL Bootcamp 2020
-
Gained hands-on experience working with the PostgreSQL database using the pgAdmin tool.
-
Performed complex database operations such as joins and aggregations.
Java Programming Masterclass
-
A Comprehensive Java Course Covering Topics from Basic to Advanced