Hi, I'm
Siddhartha Nagula
AI/ML Engineer & Cloud DevOps Specialist
Graduate student of UTA specialised in AI/ML, cloud computing, and building scalable intelligent systems.
About Me
I'm a Computer Science graduate student at the University of Texas at Arlington, specialised in AI/ML, cloud computing, and full-stack development. With hands-on experience in TensorFlow, AWS, and MLOps, I focus on building scalable intelligent systems that solve real-world challenges.
Beyond technical work, I'm passionate about sharing knowledge through teaching and optimizing processes using data-driven approaches.
AI/ML Engineer
Experienced in developing and deploying machine learning models using TensorFlow, PyTorch, and cloud services.
Cloud DevOps
Skilled in AWS, Azure, and GCP with expertise in containerization and infrastructure as code.
Full-Stack Developer
Building responsive web applications using modern frameworks and best practices.
MLOps Specialist
Implementing end-to-end ML pipelines with focus on automation and monitoring.
Skills & Technologies
- • Python
- • Java
- • C/C++
- • JavaScript
- • TypeScript
- • SQL
- • Bash/Shell
- • AWS
- • Azure
- • GCP
- • Docker
- • Kubernetes
- • Terraform
- • Jenkins
- • GitHub Actions
- • TensorFlow
- • PyTorch
- • Scikit-learn
- • OpenCV
- • Pandas
- • NumPy
- • Matplotlib
- • Seaborn
- • Jupyter
- • MySQL
- • PostgreSQL
- • MongoDB
- • Firebase
- • BigQuery
- • Redis
- • Cassandra
- • Data Modeling
- • React.js
- • Node.js
- • Express.js
- • Django
- • Flask
- • HTML/CSS
- • Tailwind CSS
- • Android Studio
- • Flutter
- • Git
- • GitHub/GitLab
- • Postman
- • Swagger
- • JIRA
- • Figma
- • Agile/Scrum
- • TDD/CI/CD
- • OAuth2
- • JWT
- • Penetration Testing
- • Firewalls & VPNs
- • API Security
- • SSL/TLS
- • Network Protocols
Projects
Service Request System (SRS)
Developed an Android app featuring Login & Registration, Home Screen, Search Screen, and Category pages. Implemented Service Booking, Booking Management, and User & Vendor Profiles to enable seamless interactions and efficient service management.
NetWorcked – Cyber Security Tool
Developed a Linux-based tool for security testing and threat analysis. Utilized Nmap, CVE scanning, password-cracking tools, OWASP security techniques, and Apache Server.
AdsEarn – Mobile App
Designed a mobile application for ad targeting and user engagement analytics using Figma for design, Android Studio for interface, and Firebase for storage.
DSA Profiles
My competitive programming profiles across platforms.
Skill Badges
Verified badges earned from Google Cloud.
Certifications
Professional certifications that validate my expertise in cloud computing, AI/ML, and other technical domains.
Achievements
Recognition and accomplishments that highlight my contributions and expertise.
Best Hardworking Employee
Compass Group USA
2024
Recognized for exceptional leadership and the introduction of tech-driven process improvements that increased operational efficiency by 25%.
AI/DS Internship Excellence Award
Personifwy
2022
Selected as Top Performing Intern among a cohort of 15+ for building a chatbot and classifier that improved user experience and classification accuracy by over 20%.
Research Publication
IJRASET
2023
Published research on mobile ad engagement optimization using Firebase and Android; demonstrated real-world application of targeted analytics.
Education
My academic journey in computer science and specialized technical fields.
Master of Science in Computer Science
University of Texas at Arlington
- Specializing in AI/ML, Cloud Computing, and Software Engineering
- Research focus on scalable machine learning systems and cloud-native architectures
- Relevant coursework: Advanced AI, Machine Learning, Cloud Computing, Distributed Systems
Bachelor of Technology in Computer Science and Engineering
Vardhaman College of Engineering
- Graduated with distinction, focusing on AI/ML and cloud technologies
- Led technical workshops on machine learning and cloud computing
- Core coursework: AI, ML, Cloud Computing, Data Structures, Algorithms
Experience
Professional experience in technology and leadership roles.
Supervisor
Compass Group USA, Inc.
- Managed a team of 7 in a high-volume environment, increasing shift productivity by 10% through workflow automation and digital tool integration
- Reduced manual reporting time by 15% by standardizing logs and automating daily handover processes
- Received recognition for maintaining a 96%+ task completion rate over 12 months, demonstrating consistent dedication and efficiency
- Coordinated cross-shift communication, reducing handover errors by 60% and increasing accountability metrics
Technical Consultant
Black Iron Fitness Studio
- Drove a 47% increase in new customer sign-ups (from 150 to 220) in one year by launching targeted email and SMS campaigns.
- Deployed a CRM and payment tracking system, automating 30% of renewal workflows and reducing manual input by 20%, while cutting payment delays by 10%
- Analyzed marketing data and optimized campaigns, achieving a 22% increase in customer retention over 18 months
AI & Data Science Intern
Personifwy
- Built and deployed two AI/ML solutions (Handwritten Digit Detector, ChatBot) using Python and Azure NLP, improving data processing efficiency by 12% and reducing processing time from 5 min to 4.5 min per batch
- Delivered a text classification system using TensorFlow, increasing model accuracy by 8% and reducing false positives by 5%
- Cleaned and visualised 1,000+ records using Pandas, boosting model training speed by 10% and enhancing overall team productivity
Testimonials
What colleagues and mentors have to say about working with me.
"Siddhartha was one of the most reliable supervisors I've worked with. He led with clarity and improved team efficiency by 25%. His leadership made a measurable impact on our operations."
Don
Manager, Compass Group USA
"Siddhartha exceeded expectations during his internship. He built a chatbot with NLP that increased user engagement, and his CNN-based classifier improved ticket accuracy by over 20%. He was self-driven and technically sharp."
Arjun Patel
Lead AI Engineer, Personifwy
"Siddhartha transformed our operations. From integrating Azure-based analytics to launching digital campaigns that boosted sign-ups by 47%, his impact was game-changing."
Ravi Kumar
Owner, Black Iron Fitness Studio
From My Blog
Thoughts, insights, and tutorials on AI/ML, cloud computing, and software development.
Top 10 Ethical Hacking Tools You Should Know in 2025
Explore the most effective tools used by ethical hackers today—from Nmap and OWASP ZAP to Metasploit and Burp Suite—with real-world use cases.
How I Built and Deployed an NLP Chatbot Using Azure and Python
A walkthrough of how I designed, trained, and deployed an intelligent chatbot using Azure Bot Services, LUIS, and Python for real-time customer interaction.
Deploying Machine Learning Models on AWS with Docker and SageMaker
Learn how I containerized and deployed a deep learning model on AWS SageMaker with real-time inference and CI/CD integration.
Let's Connect
I'm open to AI/ML/Cloud roles — let's connect!