SuriyakumarE
Transforming raw data into predictive intelligence and architecting forward-thinking AI & ML solutions.
Engineering data with precision & vision.
A disciplined approach to predictive modeling, automated pipelines, and intelligent interfaces.
Education
B.E. CSE (AI & ML) • Rathinam Tech
Computer Science student specializing in Artificial Intelligence and Machine Learning, with foundational knowledge in data analytics. Experienced in Python, Pandas, NumPy, SQL, and Power BI through academic and real-world projects.
Skilled in data analysis, visualization, and building high-impact interactive dashboards. Driven by an intense curiosity for mathematical modeling, vector retrieval, and generative AI systems.
Passionate about leveraging cutting-edge AI technologies and data-driven solutions to solve complex hardware, web, and enterprise challenges.
Technical Capabilities
NSG Live Location Tracking
Hardware-based GPS asset telemetry and ultra-low latency coordinate streaming.
NSG Live Location Tracking
A physical hardware tracking apparatus combining high-precision GPS modules, SIM/Cellular transceivers, and microcontrollers. Streams real-time geospatial telemetry directly to an interactive telemetry command dashboard with geofencing and motion detection.
Hardware GPS Telemetry Engine
Custom firmware written in C++ and Python streaming continuous NMEA coordinates with sub-2s latency and 2.5m precision.
NSG Live Location Tracking
A physical hardware tracking apparatus combining high-precision GPS modules, SIM/Cellular transceivers, and microcontrollers. Streams real-time geospatial telemetry directly to an interactive telemetry command dashboard with geofencing and motion detection.
Custom firmware written in C++ and Python streaming continuous NMEA coordinates with sub-2s latency and 2.5m precision.
Cotsify.shop
Modern high-throughput e-commerce web application with reactive storefront architecture.
Cotsify.shop
A full-stack digital boutique built with dynamic product catalogs, persistent cart state synchronization, secure checkout pipelines, and mobile-first responsive interfaces.
Reactive Cart & Storefront Architecture
Engineered on React and Node.js with MongoDB indexing, achieving 98/100 Lighthouse performance and sub-150ms client render latency.
Cotsify.shop
A full-stack digital boutique built with dynamic product catalogs, persistent cart state synchronization, secure checkout pipelines, and mobile-first responsive interfaces.
Engineered on React and Node.js with MongoDB indexing, achieving 98/100 Lighthouse performance and sub-150ms client render latency.
Student Performance Analysis
Exploratory statistical modeling and interactive Power BI diagnostic dashboards.
Student Performance Analysis
End-to-end data analytics workflow ingesting institutional academic records. Cleanses dirty inputs, correlates attendance, study frequency, and socioeconomic indicators with semester outcomes, and delivers visual Power BI reporting.
Multivariate Regression & BI Intelligence
Processed 10,000+ student observations using Pandas and NumPy with an R² correlation of 0.89 and automated data cleansing routines.
Student Performance Analysis
End-to-end data analytics workflow ingesting institutional academic records. Cleanses dirty inputs, correlates attendance, study frequency, and socioeconomic indicators with semester outcomes, and delivers visual Power BI reporting.
Processed 10,000+ student observations using Pandas and NumPy with an R² correlation of 0.89 and automated data cleansing routines.
Hostel Complaint Management System
Automated campus issue triage, ticket lifecycle tracking, and administrative escalation.
Hostel Complaint Management System
A centralized platform enabling university students to log infrastructure, maintenance, and facility complaints with real-time status updates, SLA notifications, and administrative analytics.
Role-Based Escalation System
Built with relational SQL integrity and automated priority dispatching, reducing complaint resolution turnaround time by 65%.
Hostel Complaint Management System
A centralized platform enabling university students to log infrastructure, maintenance, and facility complaints with real-time status updates, SLA notifications, and administrative analytics.
Built with relational SQL integrity and automated priority dispatching, reducing complaint resolution turnaround time by 65%.
Smart Attendance System using Face Recognition
Real-time facial vector matching and automated contactless attendance logging.
Smart Attendance System using Face Recognition
Computer vision pipeline utilizing OpenCV and deep facial landmark embeddings to identify individuals in multi-subject video streams, instantly recording authenticated timestamps into the database.
Deep Facial Feature Extraction
Built with OpenCV and Python facial vector recognition, delivering 95%+ real-time identification accuracy across variable lighting conditions.
Smart Attendance System using Face Recognition
Computer vision pipeline utilizing OpenCV and deep facial landmark embeddings to identify individuals in multi-subject video streams, instantly recording authenticated timestamps into the database.
Built with OpenCV and Python facial vector recognition, delivering 95%+ real-time identification accuracy across variable lighting conditions.
Education & Specialization
Rigorous academic training in Artificial Intelligence, Machine Learning, and Computer Science.
B.E. Computer Science & Engineering (AI & ML)
Specializing in Artificial Intelligence, Machine Learning algorithms, Big Data engineering, Neural Networks, and mathematical statistics.
Higher Secondary Certificate (HSC)
Rigorous foundation in Higher Mathematics, Physics, Chemistry, and Computer Science fundamentals.
Certifications & Awards
Click any certificate card below to view its credential photo & verification details.
Google Data Analytics Professional Certificate
Microsoft AI Learning Activities
Advanced RAG Applications with Vector Databases
Process Data from Dirty to Clean
Advanced Diploma in Data Analytics
Introduction to Artificial Intelligence
Design Thinking and Innovation
YUDHISTRA 2K26 AWARD
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