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Full-Stack Engineer

Hello, I am
VM.

Merging Full Stack Engineering with AI Research to create production-grade solutions.

[ 01, 02 ]
current statusAvailable for Freelance
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tech_stack
ReactNext.jsPythonC#.NET CorePyTorchTypeScriptPostgreSQLTensorFlowFastAPIDockerAWSLangChainPandasReactNext.jsPythonC#.NET CorePyTorchTypeScriptPostgreSQLTensorFlowFastAPIDockerAWSLangChainPandas
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About & Education

Synthesizing software engineering with artificial intelligence to build production-grade systems.

About & Education

[ BIO_DATA ]
about_me//

I am a Full Stack AI Engineer dedicated to architecting intelligent systems that bridge the gap between experimental AI research and scalable, production-grade software. I focus on building resilient, data-driven applications that prioritize both performance and intuitive UX.

With a background rooted in full-stack development and an advanced specialization in AI, I design end-to-end pipelines—from high-performance backends to interactive frontends. I ensure that every layer of the stack is optimized for speed, security, and data integrity.

I thrive at the intersection of engineering rigor and creative experimentation, seeking the most efficient approach to complex challenges. Beyond implementation, I prioritize software-engineering-first principles while staying current with the evolving AI landscape.

Master of Science in Computer Science

WESTERN UNIVERSITY

Specialization in Artificial Intelligence

Conducted advanced research in Large Language Models (LLMs) and Neural Networks to optimize domain-specific AI performance.

ON, Canada
2024 - 2025

Bachelor of Technology in Computer Engineering

ATMIYA UNIVERSITY

Established a strong foundation in software engineering principles, algorithms, data structures, and distributed system architecture.

Gujarat, India
2019 - 2023
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Skills & Technologies

Expertise across the full stack, with a focus on AI/ML and data-driven architectures.

Skills & Technologies

Languages08
PythonTypeScriptJavaScriptC#JavaSQLC++R
Frameworks / Web06
ReactNext.js.NET CoreNode.jsFastAPITailwind CSS
Databases06
PostgreSQLMongoDBRedisMySQLSupabaseFirebase
Data Science & AI07
PyTorchTensorFlowScikit-learnPandasNumPyLangChainHugging Face
Data Engineering06
Apache SparkAirflowKafkadbtETL PipelinesData Modeling
Cloud & Tools07
AWSAzureGitDockerKubernetesTerraformCI/CD
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Work Experience

A track record of delivering high-impact solutions across diverse technical landscapes.

Work Experience

Graduate Teaching Assistant

Western University
London, ONJan 2024 - Apr 2025

Mentored 200+ students in CS2034b (Data Analytics: Principles), delivering comprehensive labs and tutorials on Python, machine learning, and data visualization. Facilitated academic success by simplifying complex algorithmic concepts, resulting in improved average course satisfaction scores and student performance metrics.

PythonPandasNumPyMatplotlibScikit-learnSQLJupyter NotebooksVBAData Analytics
01

Full Stack Developer

Dexoc Solutions
Ahmedabad, IndiaSep 2023 - Jul 2024

Engineered scalable full-stack solutions using .NET Core and AngularJS, optimizing front-end/back-end integration to boost client system performance by 20%. Led 15+ enterprise web scraping projects for international clients, processing millions of records with 99%+ data integrity. Implemented serverless AWS Lambda pipelines to streamline data storage, while mentoring junior developers to elevate team coding standards.

C#.NET CoreAngularJSJWT TokenPythonAWS LambdaPostgreSQLSQLAzure DevOps/ServiceBusDockerSeleniumScrapyCI/CDWeb ScrapingxUnit
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Software Engineer

FSP MEDIA
Ahmedabad, IndiaMar 2023 - Aug 2023

Architected modular .NET backend systems for diverse industry clients, ensuring high availability and timely delivery. Partnered directly with stakeholders to translate complex business requirements into technical specifications. Enhanced system reliability and code maintainability by establishing comprehensive unit testing protocols and rigorous debugging cycles.

C#.NET CoreASP.NET Web APIReactSQLPostgreSQLEntity FrameworkDapperMSSQLGitSystem Architecture
03

.NET Developer Intern

TatvaSoft
Ahmedabad, IndiaDec 2022 - Feb 2023

Contributed to production-level enterprise software, translating theoretical concepts into robust .NET solutions. Optimized application performance through proactive debugging and code refactoring within the .NET ecosystem. Collaborated with senior teams using Git and Agile methodologies to maintain high-velocity release cycles.

C#.NET CoreASP.NET MVCLINQSQLEntity FrameworkGitUnit TestingAgile
04
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Featured Projects

A curated selection of technical challenges solved through innovative engineering.

Projects

[ PRJ_01 ]
project_01 / brief description

Aerospace Part Tracking System

Developed a high-stakes aerospace tracking system using .NET Core and React. I integrated JWT-based authentication for secure access and implemented automated CI/CD pipelines via Azure DevOps. The platform leverages Azure ServiceBus for real-time messaging, ensuring immutable audit trails and supply chain transparency across large-scale international enterprise operations.

C#.NET CoreReactPostgreSQLJWTAzure DevOpsAzure ServiceBusCI/CDBlockchain
[ PRJ_02 ]
project_02 / brief description

Web Scraping Automation for Business Registries

Developed 15+ advanced Python scraping scripts to extract millions of business registry records across international markets. I personally managed client communication and engineered solutions to bypass complex anti-scraping defenses for dynamic websites. The system processed up to five million data points in multiple languages, ensuring high integrity through custom post-processing automation.

PythonBeautifulSoupSeleniumScrapyMulti-lingual DataAutomationAnti-Scraping
[ PRJ_03 ]
project_03 / brief description

Distributed Web Scraper using MPI

Engineered a distributed web scraper using Python and MPI to harvest GitHub Trending data across multiple nodes. The system utilizes CloudScraper to bypass advanced anti-scraping measures while maintaining 99.9% data integrity through automated deduplication. Developed as part of my Western University coursework, it significantly optimizes large-scale data extraction throughput.

PythonMPImpi4pyBeautifulSoup4CloudScraperDistributed ComputingParallel ProgrammingData Engineering
[ PRJ_04 ]
project_04 / brief description

Tomato Leaf Disease Detection

Developed an AI-powered agricultural diagnostic tool using Convolutional Neural Networks to detect 10 distinct tomato leaf diseases. The system achieves 96.3% accuracy using a custom architecture optimized for resource-constrained devices. It also benchmarks performance against a fine-tuned ResNet50 model, offering a scalable solution for real-time crop health monitoring and sustainable farming.

PythonTensorFlowKerasResNet50CNNComputer VisionData AugmentationScikit-learnMatplotlib
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Certifications

Continuous learning and professional validation through industry-standard mastery.

Certificates

Generative AI with Large Language Models

Amazon Web Services
2026
ai-ml

Neural Networks and Deep Learning

DeepLearning.AI
2025
ai-ml

Machine Learning Specialization

Stanford University & DeepLearning.AI
2023
ai-mldata

Web Scraping in Python

Udemy
2023
data
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Core Services

Specialized technical solutions designed to scale your vision and accelerate impact.

Services

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Web Development

Production-grade applications built with modern frameworks and optimized for performance at scale.

ScalableFastReact
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AI Integration

Custom AI solutions from fine-tuned models to intelligent automation pipelines and data extraction.

LLMsAutomationScraping
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Data Analysis

Transform raw data into actionable intelligence with rigorous analysis and clear visual storytelling.

CleaningVisualizationInsights
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Open to collaborations and interesting projects.

// 2026 Viraj Mavani. All rights reserved.Designed & Built with precision