Pushing the Boundaries
of AI & DL.
Undergraduate CS student at Amrita School of Computing, passionately building intelligent systems to solve real-world complexities.
View My WorkAcademic Education
Amrita School of Computing
B.Tech in Computer Science & Engineering
Vivekam Matric Higher Secondary School
Higher Secondary Education
SRMV Higher Secondary School
Secondary Education
Professional Experience
Machine Learning Engineer / Researcher
Jan 2026 - PresentDataconquest Research Hub, Coimbatore
Building end-to-end ML/DL pipelines using TensorFlow, PyTorch, and OpenCV. Specializing in computer vision tasks, model optimization, and metric-based evaluation (mAP, IoU, Dice).
Featured Innovation Research Work
Secure Deep Learning Framework for Deepfake Detection
OngoingDeveloping a secure deepfake detection framework combining multiple deep learning architectures and a tamper-resistant deployment pipeline. The system evaluates three models: a hybrid XceptionNet + Vision Transformer for combining local texture analysis with global attention, VGG16 enhanced with frequency-domain features to capture compression artifacts, and DenseNet to improve multi-scale feature sharing through dense connectivity.
A custom dataset is generated using InsightFace-based face swapping, where source and target identities are merged to create synthetic deepfake samples that are then used for training and benchmarking. The project also implements a real-time secure web application using Streamlit with MongoDB storage to ensure immutable detection results and practical deployment.
Toolbox Technical Expertise
Languages
DL/ML Frameworks
Specialized Tech
Evaluation & Tools
Portfolio Key Projects
Deepfake Detection & Blockchain
Secure framework combining hybrid XceptionNet + ViT architectures with a tamper-resistant blockchain deployment pipeline for immutable detection results.
FitVerse Health App
Comprehensive fitness tracker and nutrition management platform featuring a health chatbot integrated with Google Fit API.
Driver Drowsiness Detection
Real-time system detecting fatigue signs (EAR, eye closure %, yawning) using dlib facial landmarks and OpenCV processing.
TCP/UDP Banking System
Multi-client simulation using TCP for reliable transactions and UDP for real-time alerts. Implements secure authentication and transaction listeners.
Graph with Trie Indexing
Hybrid data structure combining graph topology and trie-like prefix indexing for efficient string storage and querying with NetworkX visualization.
Regex → NFA Generator
Educational tool that parses regular expressions and builds NFA transition tables using Thompson-style ε-transitions.
Graph Route Planner
Road network routing that computes BFS shortest paths and non-overlapping alternate routes by node/edge blocking.
Reader–Writer Simulation
Food processing plant model demonstrating mutual exclusion, resource locking, and scheduling strategies to prevent starvation.
Solar Flare Classification
CNN-based pipeline for automatic classification of solar magnetogram images into astrophysical intensity standard classes.
CyberCrime Classification
Analysis system for cybercrime record management, featuring interactive dashboards and SQL-optimized trend visualization.
Curriculum Vitae Professional Resume
Verified Certifications
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Open for research collaborations and ML engineering opportunities.
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