Sugirtha Kannan
Seremban
Summary
Results-oriented Data Scientist with extensive experience in data analytics, machine learning, and AI research. Skilled at leveraging advanced algorithms and statistical techniques to deliver innovative solutions. Proven track record of enhancing process efficiency and driving data-driven decision-making through actionable insights.
Overview
4
4
years of professional experience
7
7
years of post-secondary education
8
8
Certifications
2
2
Languages
Work History
Research Assistant
Research Brains Academic Research Lab
11.2020 - Current
- Conducted advanced data analysis using Python, analyzing datasets exceeding 1TB in size to identify patterns and trends
- Assisted in the design and deployment of machine learning models, improving prediction accuracy by 25% in key projects
- Automated data cleaning processes, reducing manual effort by 40% and ensuring data accuracy
- Developed dashboards and visualizations, facilitating stakeholder understanding and decision-making
- Collaborated with a team of 10 researchers to ensure the reproducibility and scalability of experiments
Education
Master of Technology (M.Tech) -
KSR College of Engineering
Tiruchengode, Tamil Nadu 01.2020 - 04.2022
Bachelor of Technology (B.Tech) -
KSR College of Engineering
Tiruchengode, Tamil Nadu 01.2016 - 04.2020
Skills
Python
C
Java
Jupyter Notebook
Pandas
NumPy
Scikit-learn
TensorFlow
Matplotlib
SQL
Statistical Analysis
Machine Learning
Data Visualization
Predictive Modeling
Literature Reviews
Data Collection
Research Reporting
Hypothesis Formulation
Technical Writing
Documentation
Database Management
Certification
Data Science Specialization - Coursera
Projects
- Botnet Detection in the IoT of Smart Cities using Graph Neural Network with Wasserstein
Generative Adversarial Network
- CauliCaps - Capsule Network for Pioneering Disease Detection in Cauliflower Cultivation with
Mobile Application Development
- Resilient Data Transmission for Autonomous Vehicles
- Enhancing Pollution Detection with Nanosensors and AI - The AEPM-Net Approach
- Dynamic Hierarchical Attention Network (DHAN) for Intrusion Detection Systems
- AI-Driven Environmental Pollution Monitoring
Timeline
Research Assistant
Research Brains Academic Research Lab
11.2020 - Current
Master of Technology (M.Tech) -
KSR College of Engineering
01.2020 - 04.2022
Bachelor of Technology (B.Tech) -
KSR College of Engineering
01.2016 - 04.2020