Keyur Parmar

Invoice Data Extraction System (Project)| 2025

• Built an automated invoice scanning system to extract structured information such as vendor details, line items, and total amounts.
• Integrated outputs with Google Sheets and other formats for seamless data storage and reporting.
• Utilized OCR and NLP techniques to improve extraction accuracy and reduce manual data entry.

License Expiry Alert System (Project)| 2024

• Developed an automated solution to identify expiring customer licenses from emails.
• Designed a mail parsing pipeline to extract license details and expiration dates.
• Implemented automated email alerts for licenses expiring within 30 days, reducing compliance and renewal risks.

Image-to-3D Model Generator (| 2024

• Created a workflow to convert 2D images into 3D structures using the Hunyuan3D-2 model.
• Optimized generation processes to improve 3D model accuracy and realism.
• Explored ML-based enhancements for rendering and structural alignment.

Meraki Network Monitoring Dashboard (Project)| 2024

• Built a real-time network monitoring dashboard by integrating Cisco Meraki APIs with Grafana and FastAPI.
• Developed custom FastAPI endpoints to process and visualize network data.
• Enhanced IT visibility by providing actionable analytics on device uptime, traffic usage, and overall network health.

Chatbot Microservice (Project) | 2024

• Designed and implemented a backend microservice architecture using Python & FastAPI to support chatbot interactions.
• Built and optimized TensorFlow-based ML models to generate accurate and context-aware chatbot responses.
• Performed data preprocessing, algorithm tuning, and model evaluation to enhance system accuracy and reduce response latency.
• Improved system scalability and reliability by debugging, resolving performance bottlenecks, and collaborating on architectural enhancements.

Recommendation & Face Recognition Microservices (Project)| 2024

• Engineered FastAPI-based microservices for personalized content recommendations and face recognition.
• Implemented machine learning algorithms to match facial features with stored profiles, enhancing user identity verification.
• Optimized recommendation models to improve personalization and user engagement.
• Improved security and user experience by integrating recognition and recommendation pipelines into a scalable microservice architecture.

Zora Mental Health App (Project) | 2024

• Built a mental health support application with secure authentication and AI-driven tracking features.
• Designed a FastAPI-based authentication microservice to handle user login, registration, and access control.
• Integrated a hand gesture recognition module to deliver an interactive Rock-Paper-Scissors game for user engagement.
• Applied machine learning techniques to personalize therapy recommendations and improve user experience.

Authentication Microservice ( | 2024

• Developed a standalone authentication microservice using FastAPI for secure user login and registration.
• Implemented access control and user verification mechanisms to ensure robust system security.
• Integrated seamlessly with other microservices, enabling smooth and scalable application-level security management.

QR Code Generator & Reader (Mobile App) | MCA Semester 2 | 2023

• Created a mobile application for generating and scanning QR codes using Android & Java.
• Implemented Firebase-based OTP authentication to provide secure user login and registration.
• Focused on delivering a user-friendly interface to ensure smooth adoption and usage.

Flamingo Tours & Travels (Mobile App) | MCA Semester 2 | 2023

• Developed a tourism-focused mobile application using Laravel & MySQL.
• Built features for browsing and booking tourist packages, enhancing customer convenience.
• Designed a user-friendly interface to streamline navigation and service selection.

Flamingo Tours & Travels (Web App) | MCA Semester 3 | 2023

• Designed and implemented a web application for tourism services using FastAPI & Machine Learning.
• Integrated face recognition for secure user verification and identity management.
• Developed a recommendation engine for personalized travel package suggestions.
• Added a real-time chatbot for customer support and enhanced user experience.

Just Date (Mobile App) | MCA Semester 4 | 2024

• Built a dating application with secure face recognition-based identity verification.
• Implemented a machine learning recommendation system for personalized match suggestions.
• Integrated a chatbot microservice for real-time user communication.
• Utilized FastAPI, TensorFlow, and Python for scalable development and version control.