SUPARNA C
AI engineer | M.Tech, AI | Image Processing Enthusiast
SUPARNA C
AI engineer | M.Tech, AI | Image Processing Enthusiast
PERSONAL DETAILS
Website: https://suparnac-aiml.github.io/AI-noob-nook.github.io/
Github Profile: https://github.com/suparnac-aiml/suparnac-aiml.github.io
LinkedIn: www.linkedin.com/in/suparna-c-279339ab
EDUCATION
Master of Technology (M.Tech) in Artificial Intelligence
JAIN (Deemed-to-Be University), Faculty of Engineering and Technology, Bangalore
(September 2022 – November 2024)
CGPA: 9.29/10
Bachelor of Engineering (B.E) in Electronics and Communication Engineering
Sai Vidya Institute of Technology, Visvesvaraya Technological University, Bangalore
(August 2017 – August 2021)
CGPA: 7.19/10
TECHNICAL SKILLS:
| Artificial Intelligence (AI) | Natural Language Processing |
| Machine Learning (ML) | Data Structures & Algorithms |
| Deep Learning (DL) | TensorFlow |
| Image Processing & Computer Vision | PyTorch |
| Python | scikit-learn |
| MATLAB | Reinforcement Learning |
| Neural Networks | Data Preprocessing & Feature Engineering |
| SQL | Git & Version Control |
| PowerBI | Tableau |
EXPERIENCE
Intern - Data Science and Machine Learning
Gilbert Research Center, L: Coimbatore, Tamil Nadu
(October 2023 - February 2024)
- Developed predictive models and data-driven solutions using Python, Linear Algebra, Optimization, PCA, Probability & Statistics, and Regression Analysis, improving decision-making accuracy and interpreting complex datasets with a 90% prediction accuracy.
- Aplied Image Processing techniques in a Tumor Detection and Segmentation in MRI and CT scans project, leveraging machine learning algorithms with quantitative metrics such as 92% accuracy and 87% sensitivity to extract insights from visual data.
- Certificate
Research Intern - Data Science
SpOvum Technologies Pvt. Ltd., Bangalore
(June 2021 – December 2021)
- Executed Exploratory Data Analysis (EDA) utilizing Excel and Python to derive pivotal insights from a real-time survey dataset completed by healthcare professionals, employing advanced statistical techniques and visualization tools.
- Engaged in the project of designing a Machine Learning model that precisely forecasts healthy embryos for Assisted Reproductive Technologies (IVF procedures), integrating AI algorithms and data analysis methodologies.
- Implemented fundamental Natural Language Processing (NLP) techniques to analyze textual data and derive actionable insights.
- Certificate
Internet of Things (IoT) and Embedded Systems Intern
Slekin Technical Solutions, Mangalore
(January 2019)
- Collaborated on IoT projects involving a diverse array of sensors, showcasing adaptability and hands-on experience.
- Utilized IoT devices, including Node MCU, Arduino Uno, and Raspberry Pi, to explore innovative solutions in IoT and embedded systems.
- Certificate
PROJECTS
Enabling smart machines to interpret human body language and facial expressions (M.Tech Thesis)
- Objective: Developed a system for smart machines to interpret human body language and facial expressions, enhancing human-machine interaction.
- Technologies Used: Computer Vision, Deep Learning, TensorFlow, OpenCV
- Facial Emotion Recognition: Dataset – FER2013, model accuracy: 75.33%
- Action Recognition: Dataset – UCF101, model accuracy: 98.4%
- Thesis
Breast Cancer and Wine Data Classification
- Achieved 95% accuracy in classifying breast cancer and wine datasets using a Multi-Layer Perceptron model
Handwritten Digit Classification
- Built a CNN-based system for handwritten digit recognition, reaching 98% classification accuracy
AI-Enabled Quadcopter for Disaster Search
- Design and implementation of an AI-enabled quadcopter for disaster search, aiding rescue teams in locating stranded individuals through image processing.
- Integrated geo-tagging to enhance location accuracy and efficiency in search operationsAI-Enabled Quadcopter for Disaster Search.
PAPER PUBLICATIONS
“Multiple Patient Monitoring Systems Utilizing IoT and Cloud Computing”
- Authored a technical paper exploring the development and implementation of multiple patient monitoring systems. The paper highlights the integration of Internet of Things (IoT) technologies with cloud computing for enhanced healthcare solutions.
- TechPaper
- Certificate
“Enhancing Virtual Reality Gear for UAV (Unmanned Aerial Vehicle) Piloting Through Motion Sensor Integration”
- Published a technical paper elucidating advancements in virtual reality gear tailored for piloting Unmanned Aerial Vehicles (UAVs). The research emphasizes the integration of motion sensors to augment UAV control and operation
- TechPaper
- Certificate
PATENT
Patent Title: Development of Quadcopter for search Operations with Human Detection Abilities
Application Number: 202141040532
Filed Date: 07/09/2021
Publication Date: 17/09/2021
PatentDocument
Quadcopter
ACHIEVEMENTS
- Secured 2nd position in the final year project exhibition at Sai Vidya Institute of Technology, Bangalore Certificate
Project Title: Design and implementation of an AI-enabled quadcopter for search operation during disaster for real-time processing. (08/2021) - Participated in the NASA space app challenge (hackathon), organized by SUMVN. Secured 1st place among other 25+ teams. (07/2019) Certificate
- Participated in the National level NASA space app challenge 2019, held at Delhi. (10/2019) Certificate
- Participated in e-Yantra robotics competition. (2020)
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CERTIFICATION
1. IBM AI Engineering Professional Certificate Certificate
- Machine Learning with Python Certificate
- Introduction to Deep Learning & Neural Networks with Keras Certificate
- Introduction to Computer Vision and Image Processing Certificate
- Introduction to Neural Networks and PyTorch Certificate
- Deep Learning with Keras and Tensorflow Certificate
- AI Capstone Project with Deep Learning Certificate
2. Natural Language Processing with Classification and Vector Spaces Certificate
3. IBM - Introduction to Data Engineering Certificate
4. IBM - Python for Data Science, AI & Development Certificate
5. IBM - Introduction to Relational Databases (RDBMS) Certificate
6. IBM - Databases and SQL for Data Science with Python Certificate
7. Fundamentals of Digital Image and Video Processing Certificate
8. Introduction to Programming with MATLAB Certificate