Projects

Aynigma LLM Security

Aynigma Security is a cybersecurity and AI defense project safeguarding intelligent systems across Saudi Arabia and beyond.

2026

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

LLM SecurityRed TeamBlue Team

Smart India Hackathon 2024 Finalist – End-to-end deepfake detection system integrating Python ML models with scalable web infrastructure.

2024

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

SSIP 2023 State Winner – Full-stack grievance submission portal under Gujarat's Student Startup and Innovation Policy.

2023

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.

Node.jsReactMongoDBFull-StackGovernment Tech

Odoo × IIT Gandhinagar Hackathon Finalist – Modular full-stack Project Management System with role-based dashboards and KPI analytics.

2025

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

Smart India Hackathon 2023 Finalist – Predictive analytics system using ML to identify at-risk students with interactive dashboards.

2023

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

University research portal with strong unit & integration testing using Jest and Mocha.

2023

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.

ReactNode.jsTailwind