Projects
Aynigma LLM Security
Aynigma Security is a cybersecurity and AI defense project safeguarding intelligent systems across Saudi Arabia and beyond.
- AI-powered LLM security platform providing Red Team (attack simulation) and Blue Team (defense & monitoring) capabilities
- Detects vulnerabilities like prompt injection, data leakage, jailbreaks, and model misuse in real-time
- Implements automated threat analysis, logging, and response workflows for AI systems
- Ensures compliance with regulations (e.g., PDPL, NCA, global AI security standards)
- Designed for enterprises and government AI deployments to secure intelligent applications end-to-end
Face-Swap-Based Deepfake Detection Platform
Smart India Hackathon 2024 Finalist – End-to-end deepfake detection system integrating Python ML models with scalable web infrastructure.
- Built an end-to-end deepfake detection system integrating Python ML models with scalable web infrastructure.
- Implemented EfficientNet, InceptionNetV3, attention models, and transformer architectures for detection.
- Designed preprocessing pipelines for face extraction, alignment, and temporal frame analysis.
- Achieved finalist position at Smart India Hackathon 2024 among thousands of competing teams.
PythonPyTorchEfficientNetTransformersComputer VisionDeep Learning
View ProjectCustomer Grievance Portal – One Nation One Challan
SSIP 2023 State Winner – Full-stack grievance submission portal under Gujarat's Student Startup and Innovation Policy.
- Delivered a full-stack grievance submission portal under Gujarat's Student Startup and Innovation Policy.
- Won first place at the SSIP 2023 State Level competition.
- Built end-to-end system for citizens to submit and track traffic challan grievances.
OneFlow – Plan to Bill in One Place
Odoo × IIT Gandhinagar Hackathon Finalist – Modular full-stack Project Management System with role-based dashboards and KPI analytics.
- Built a modular full-stack Project Management System using Next.js and Django.
- Designed role-based dashboards (Admin, PM, Team Member, Finance).
- Implemented KPI analytics (revenue, cost, utilization, profit) using PostgreSQL-backed services.
- Achieved finalist position at Odoo × IIT Gandhinagar Hackathon (Nov 2025).
Next.jsDjangoPostgreSQLTypeScriptPythonFull-Stack
View ProjectStudent Dropout Analysis Platform
Smart India Hackathon 2023 Finalist – Predictive analytics system using ML to identify at-risk students with interactive dashboards.
- Developed a predictive analytics system using Logistic Regression to identify at-risk students.
- Delivered insights via an interactive dashboard for educational stakeholders.
- Architected scalable Node.js backend for real-time prediction serving.
- Achieved finalist position at Smart India Hackathon 2023.
PythonMachine LearningNode.jsData VisualizationScikit-learn
View ProjectM. M. Patel Students Research Project Cell – KSV Website
University research portal with strong unit & integration testing using Jest and Mocha.
- Engineered university research portal with comprehensive testing infrastructure.
- Implemented strong unit & integration testing using Jest and Mocha.
- Built responsive, accessible web interface for research project management.
