Krishna Patel
About
Detail
Software Developer | Master of Engineering in Software Engineering @ Concordia University | Machine Learning | Data Science | Full Stack Developer | AWS
Montreal, Quebec, Canada
Résumé
Jobs
verified_user
0% verified
Software DeveloperCoupaJan 2025 - Current (1 year 8 months)• Technologies Used: Python, FastAPI, RESTAPIs, Microservices, PostgreSQL, Redis, Kafka, Docker, AWS, Grafana, Git, Jenkins • Designed and developed Python-based backend microservices using FastAPI and REST APIs, improving system efficiency by 40% and enabling high-concurrency processing. • Built scalable, high-performance APIs capable of handling thousands of daily transactions, ensuring low latency and high availability in production environments. • Implemented Redis caching and multi-tenancy mechanisms, reducing API response time and overall system latency by 60%. • Integrated Kafka for asynchronous, event-driven communication between microservices, improving system decoupling and data processing efficiency. • Followed Test-Driven- Software DeveloperOneAdvancedJun 2020 - Nov 2022 (2 years 6 months)• Technologies Used: Python, Django, REST APIs, MySQL, AWS, Jenkins • Designed and delivered Python-driven backend services for a banking insurance platform, resolving 30+ critical production issues and improving customer satisfaction by 20%. • Built and scaled RESTful APIs handling 2+ million weekly transactions, ensuring high availability, consistent uptime, and low-latency data exchange. • Implemented core business logic in Python, collaborating with cross-functional teams to integrate services smoothly with existing systems. • Strengthened platform security by implementing OAuth2-based authentication and role-based access control, improving overall system security by 30%. • Automated CI/CD pipelines using Jenkins and AWS, reduc
Education
verified_user
0% verified
- Master's degree, Software EngineeringConcordia UniversityJan 2023 - Dec 2024 (2 years)
- Bachelor of Technology - BTech, Computer EngineeringCHARUSATJan 2018 - Dec 2022 (5 years)
- HSC, Science, ScienceNew English SchoolJan 2016 - Dec 2018 (3 years)
- ESSCEnglish Teaching School
Projects (professional or personal)
verified_user
0% verified
- AA.I. ducation AnalysisAug 2023 - Dec 2023 (5 months)Developed a CNN model to detect students’ emotional states in classrooms using facial expression analysis. Collected and preprocessed datasets for various expressions (neutral, focused, bored, angry), converting images to grayscale and resizing them to 48x48 pixels. Designed and implemented a CNN model with 5 convolutional layers, batch normalization, leaky ReLU activation, and dropout layers to enhance model stability and prevent overfitting; utilized the Adam optimizer for dynamic learning adaptation.
- MMalaria Detection using Deep LearningJul 2021 - Oct 2021 (4 months)Utilized transfer learning on augmented cell image data to develop a deep learning model for malaria detection using a VGG-19 based CNN for image classification.
- TTextifyJan 2021 - Apr 2021 (4 months)Accomplished a flexible android application offering three main functionalities :text recognition, text summarization and web search using OCR(Optical Character Recognition),Open NLP technologies and Vision API. Enabled user to scan and recognize text from images, integrated text summarization to provide concise information and allowed users to search the web for additional information for the recognized text.
- CColor SprintAug 2020 - Nov 2020 (4 months)An android application that helps users to find the hexadecimal color code and the exact name of that color and also helps to identify that color from it's RGB color code.