Hi, I'm Sunny!
Hi, I'm Sunny!
AI & ML Specialist
Cloud-Native Innovator
Full Stack Developer
DevOps Automation Pro
AI & ML Specialist
Cloud-Native Innovator
Full Stack Developer
DevOps Automation Pro
About Me
Passionate about technology, I believe the future is shaped by those who build it. I specialize in crafting innovative solutions, blending AI, machine learning, and full-stack development. Code isn't just a tool for me—it's a language that speaks to the future and helps solve real-world challenges.
Passionate about technology, I believe the future is shaped by those who build it. I specialize in crafting innovative solutions, blending AI, machine learning, and full-stack development. Code isn't just a tool for me—it's a language that speaks to the future and helps solve real-world challenges.
Over the years, I’ve embraced this language to shape projects in AI, NLP, cloud computing, and web development. From improving business processes through machine learning models to building scalable systems, my journey is a fusion of curiosity, innovation, and a drive to push beyond boundaries.
Over the years, I’ve embraced this language to shape projects in AI, NLP, cloud computing, and web development. From improving business processes through machine learning models to building scalable systems, my journey is a fusion of curiosity, innovation, and a drive to push beyond boundaries.
My work goes beyond creation—it's about envisioning what’s next. As technology evolves, so do the challenges. Whether it’s developing intelligent systems or designing future-ready architectures, I’m constantly driven by one question: How can I build something that stands the test of time?
My work goes beyond creation—it's about envisioning what’s next. As technology evolves, so do the challenges. Whether it’s developing intelligent systems or designing future-ready architectures, I’m constantly driven by one question: How can I build something that stands the test of time?
I Believe,
Curiosity leads to creation,
Creation drives change.
Passionate about technology, I believe the future is shaped by those who build it. I specialize in crafting innovative solutions, blending AI, machine learning, and full-stack development. Code isn't just a tool for me—it's a language that speaks to the future and helps solve real-world challenges.
Passionate about technology, I believe the future is shaped by those who build it. I specialize in crafting innovative solutions, blending AI, machine learning, and full-stack development. Code isn't just a tool for me—it's a language that speaks to the future and helps solve real-world challenges.
Over the years, I’ve embraced this language to shape projects in AI, NLP, cloud computing, and web development. From improving business processes through machine learning models to building scalable systems, my journey is a fusion of curiosity, innovation, and a drive to push beyond boundaries.
Over the years, I’ve embraced this language to shape projects in AI, NLP, cloud computing, and web development. From improving business processes through machine learning models to building scalable systems, my journey is a fusion of curiosity, innovation, and a drive to push beyond boundaries.
My work goes beyond creation—it's about envisioning what’s next. As technology evolves, so do the challenges. Whether it’s developing intelligent systems or designing future-ready architectures, I’m constantly driven by one question: How can I build something that stands the test of time?
My work goes beyond creation—it's about envisioning what’s next. As technology evolves, so do the challenges. Whether it’s developing intelligent systems or designing future-ready architectures, I’m constantly driven by one question: How can I build something that stands the test of time?
Tracing the Path of Enovation
Tracing the Path of Enovation
Tracing the Path of Enovation
MY WORK EXPERIENCE
MY WORK EXPERIENCE
MY WORK EXPERIENCE
Research and Development Intern
Research and Development Intern
Vanderbilt University
Vanderbilt University
MAY 2024—PRESENT | Nashville, Tennessee, U.S.
MAY 2024—PRESENT
Nashville, Tennessee, U.S.
Supervisor: Dr. Daniel Balasubramanian
Integration and Automation of Business Process Logic (BPL) System for Fault List Generation
+ Designing and implementing LLM-driven fault detection systems for DARPA's BPL program, using symbolic reasoning to generate structured intermediate representations from BPMN diagrams and system artifacts. These models autonomously detect and prevent critical faults in production workflows.
+ Applying advanced NLP techniques like dependency parsing and named entity recognition with SpaCy, along with custom coreference resolution algorithms, to process BPMN models, XML documents, and PDFs, ensuring high-precision entity mapping and real-time fault identification.
+ Collaborating with Leidos, this system is designed to meet stringent requirements for the US Department of Defense (DoD) and ensure national economic security by proactively safeguarding critical business logic systems.
Prompt Engineering and AI Optimization Specialist
Prompt Engineering and AI Optimization Specialist
Austrian Post
Austrian Post
SEP 2024—DEC 2024 | Remote, U.S.A
SEP 2024—DEC 2024
Remote, U.S.A
+ Working with Austrian Post’s Group IT Digital Logistics Platform team to integrate Generative AI methodologies aimed at optimizing requirements engineering, aligning AI-driven agents with Agile processes.
+ Utilizing prompt patterns like Requirements Simulator (for dynamic requirement validation), API Generator (for consistent API specs), and Specification Disambiguation (to clarify requirements), optimizing LLM-based agents for precise user story creation and automated test scenarios across multilingual needs.
+ Leveraging advanced prompt engineering to improve system adaptability, enabling the LLM to simulate diverse customer service scenarios and dynamically generate test cases.
Graduate Teaching Assistant
Course: NoSQL for Modern Data Science Applications
Graduate Teaching Assistant
Course: NoSQL for Modern Data Science Applications
Vanderbilt University
Vanderbilt University
AUG 2024—DEC 2024 | Nashville, Tennessee, U.S.
AUG 2024—DEC 2024
Nashville, Tennessee, U.S.
Professor: Dr. Peng (Dana) Zhang
+ Guided students in implementing and managing complex NoSQL databases (Redis, Cassandra, MongoDB, Neo4j), promoting a comprehensive understanding of data storage, retrieval, and real-world application.
+ Provided technical support and evaluated assignments with an emphasis on clarity, accuracy, and logical reasoning, reinforcing critical thinking and problem-solving skills in line with AI model training and quality assessment standards.
Web Developer Intern
Web Developer Intern
7 Code Solutions
7 Code Solutions
SEP 2020—SEP 2021 | Gandhinagar, Gujarat, India
SEP 2020—SEP 2021
Gandhinagar, Gujarat, India
Personalization Engine Enhancement
+ Utilized Python for collaborative filtering and SQL for data management, improving recommendation accuracy by 25%. Implemented BERT and Sentence-BERT for NLP tasks with Node.js and Express, achieving 15% better content tagging accuracy and 90% precision in sentiment analysis.
+ Developed a modular web interface using React, HTML5, CSS3, and JavaScript (ES6+), ensuring maintainability and responsiveness.
AI-driven A/B Testing Platform
+ Designed and implemented an A/B testing platform using React for an interactive dashboard and Redux for efficient state management, ensuring a responsive user experience.
+ Applied multi-armed bandit algorithms, including epsilon-greedy, Thompson sampling to optimize web traffic distribution, increasing conversion funnel efficiency by 15%.
Research & Development Intern
Research & Development Intern
MAY 2024—PRESENT
Nashville, Tennessee, U.S.
Vanderbilt University
Supervisor: Dr. Daniel Balasubramanian
Integration and Automation of Business Process Logic (BPL) System for Fault List Generation
+ Designing and implementing LLM-driven fault detection systems for DARPA's BPL program, using symbolic reasoning to generate structured intermediate representations from BPMN diagrams and system artifacts. These models autonomously detect and prevent critical faults in production workflows.
+ Applying advanced NLP techniques like dependency parsing and named entity recognition with SpaCy, along with custom coreference resolution algorithms, to process BPMN models, XML documents, and PDFs, ensuring high-precision entity mapping and real-time fault identification.
+ Collaborating with Leidos, this system is designed to meet stringent requirements for the US Department of Defense (DoD) and ensure national economic security by proactively safeguarding critical business logic systems.
Graduate Teaching Assistant
Course: NoSQL for Modern Data Science Applications
Graduate Teaching Assistant
Course: NoSQL for Modern Data Science Applications
AUG 2024—DEC 2024
Nashville, Tennessee, U.S.
Vanderbilt University
Professor: Dr. Peng (Dana) Zhang
+ Guided students in implementing and managing complex NoSQL databases (Redis, Cassandra, MongoDB, Neo4j), promoting a comprehensive understanding of data storage, retrieval, and real-world application.
+ Provided technical support and evaluated assignments with an emphasis on clarity, accuracy, and logical reasoning, reinforcing critical thinking and problem-solving skills in line with AI model training and quality assessment standards.
Prompt Engineering and AI Optimization Specialist
Prompt Engineering and AI Optimization Specialist
SEP 2024—DEC 2024
Remote, U.S.
Austrian Post
+ Working with Austrian Post’s Group IT Digital Logistics Platform team to integrate Generative AI methodologies aimed at optimizing requirements engineering, aligning AI-driven agents with Agile processes.
+ Utilizing prompt patterns like Requirements Simulator (for dynamic requirement validation), API Generator (for consistent API specs), and Specification Disambiguation (to clarify requirements), optimizing LLM-based agents for precise user story creation and automated test scenarios across multilingual needs.
+ Leveraging advanced prompt engineering to improve system adaptability, enabling the LLM to simulate diverse customer service scenarios and dynamically generate test cases.
+ Working with Austrian Post’s Group IT Digital Logistics Platform team to integrate Generative AI methodologies aimed at optimizing requirements engineering, aligning AI-driven agents with Agile processes.
+ Utilizing prompt patterns like Requirements Simulator (for dynamic requirement validation), API Generator (for consistent API specs), and Specification Disambiguation (to clarify requirements), optimizing LLM-based agents for precise user story creation and automated test scenarios across multilingual needs.
+ Leveraging advanced prompt engineering to improve system adaptability, enabling the LLM to simulate diverse customer service scenarios and dynamically generate test cases.
Web Developer Intern
Web Developer Intern
SEP 2020—SEP 2021
Gandhinagar, Gujarat, India
7 Code Solutions
Personalization Engine Enhancement
+ Utilized Python for collaborative filtering and SQL for data management, improving recommendation accuracy by 25%. Implemented BERT and Sentence-BERT for NLP tasks with Node.js and Express, achieving 15% better content tagging accuracy and 90% precision in sentiment analysis.
+ Developed a modular web interface using React, HTML5, CSS3, and JavaScript (ES6+), ensuring maintainability and responsiveness.
AI-driven A/B Testing Platform
+ Designed and implemented an A/B testing platform using React for an interactive dashboard and Redux for efficient state management, ensuring a responsive user experience.
+ Applied multi-armed bandit algorithms, including epsilon-greedy, Thompson sampling to optimize web traffic distribution, increasing conversion funnel efficiency by 15%.
Personalization Engine Enhancement
+ Utilized Python for collaborative filtering and SQL for data management, improving recommendation accuracy by 25%. Implemented BERT and Sentence-BERT for NLP tasks with Node.js and Express, achieving 15% better content tagging accuracy and 90% precision in sentiment analysis.
+ Developed a modular web interface using React, HTML5, CSS3, and JavaScript (ES6+), ensuring maintainability and responsiveness.
AI-driven A/B Testing Platform
+ Designed and implemented an A/B testing platform using React for an interactive dashboard and Redux for efficient state management, ensuring a responsive user experience.
+ Applied multi-armed bandit algorithms, including epsilon-greedy, Thompson sampling to optimize web traffic distribution, increasing conversion funnel efficiency by 15%.
Tech that fuels the future
MY STACK
The backbone of my tech stack, Python empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
Python
The backbone of my tech stack, Python empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
Python
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The backbone of my tech stack, Python empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
Python
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The backbone of my tech stack, it empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
TensorFlow
The backbone of my tech stack, it empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
TensorFlow
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The backbone of my tech stack, it empowers me to create efficient automation scripts and advanced machine learning models, ensuring reliability and scalability in every project.
TensorFlow
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I enjoy its flexibility and intuitive design in developing dynamic AI solutions. Its ease of use allows me to iterate quickly and achieve optimal performance.
PyTorch
I enjoy its flexibility and intuitive design in developing dynamic AI solutions. Its ease of use allows me to iterate quickly and achieve optimal performance.
PyTorch
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I enjoy its flexibility and intuitive design in developing dynamic AI solutions. Its ease of use allows me to iterate quickly and achieve optimal performance.
PyTorch
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I use it to craft interactive user experiences, leveraging its component-based architecture to deliver fast and responsive web applications that engage users seamlessly.
ReactJS
I use it to craft interactive user experiences, leveraging its component-based architecture to deliver fast and responsive web applications that engage users seamlessly.
ReactJS
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I use it to craft interactive user experiences, leveraging its component-based architecture to deliver fast and responsive web applications that engage users seamlessly.
ReactJS
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My go-to for robust cloud architecture. I design scalable solutions, from storage to serverless functions, ensuring high availability and resilience in my applications.
AWS
My go-to for robust cloud architecture. I design scalable solutions, from storage to serverless functions, ensuring high availability and resilience in my applications.
AWS
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My go-to for robust cloud architecture. I design scalable solutions, from storage to serverless functions, ensuring high availability and resilience in my applications.
AWS
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To revolutionize my development workflow by containerizing applications. This ensures consistency across environments and simplifies deployment for any project I undertake.
Docker
To revolutionize my development workflow by containerizing applications. This ensures consistency across environments and simplifies deployment for any project I undertake.
Docker
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To revolutionize my development workflow by containerizing applications. This ensures consistency across environments and simplifies deployment for any project I undertake.
Docker
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Notion helps me keep my projects organized. I use it for project management, task tracking, and as a central hub for documentation, ensuring that everything from design notes to project timelines is in one place.
Kubernetes
Notion helps me keep my projects organized. I use it for project management, task tracking, and as a central hub for documentation, ensuring that everything from design notes to project timelines is in one place.
Kubernetes
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Notion helps me keep my projects organized. I use it for project management, task tracking, and as a central hub for documentation, ensuring that everything from design notes to project timelines is in one place.
Kubernetes
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I use it to implement Infrastructure as Code, enabling precise management of cloud resources while automating deployment processes for maximum efficiency.
Terraform
I use it to implement Infrastructure as Code, enabling precise management of cloud resources while automating deployment processes for maximum efficiency.
Terraform
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I use it to implement Infrastructure as Code, enabling precise management of cloud resources while automating deployment processes for maximum efficiency.
Terraform
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It streamlines my data workflows, enabling me to schedule and manage complex data pipelines effortlessly, ensuring timely and efficient task execution.
Apache Airflow
It streamlines my data workflows, enabling me to schedule and manage complex data pipelines effortlessly, ensuring timely and efficient task execution.
Apache Airflow
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It streamlines my data workflows, enabling me to schedule and manage complex data pipelines effortlessly, ensuring timely and efficient task execution.
Apache Airflow
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I enhance my machine learning lifecycle management, tracking experiments and deployments efficiently with it to ensure reproducibility and collaboration across teams.
MLFlow
I enhance my machine learning lifecycle management, tracking experiments and deployments efficiently with it to ensure reproducibility and collaboration across teams.
MLFlow
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I enhance my machine learning lifecycle management, tracking experiments and deployments efficiently with it to ensure reproducibility and collaboration across teams.
MLFlow
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It empowers me to handle unstructured data at scale, providing the flexibility needed to manage large datasets while ensuring high performance and agility.
MongoDB
It empowers me to handle unstructured data at scale, providing the flexibility needed to manage large datasets while ensuring high performance and agility.
MongoDB
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It empowers me to handle unstructured data at scale, providing the flexibility needed to manage large datasets while ensuring high performance and agility.
MongoDB
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It provides a powerful relational database solution for managing structured data, offering advanced querying capabilities to support data-driven decision-making.
PostgreSQL
It provides a powerful relational database solution for managing structured data, offering advanced querying capabilities to support data-driven decision-making.
PostgreSQL
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It provides a powerful relational database solution for managing structured data, offering advanced querying capabilities to support data-driven decision-making.
PostgreSQL
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Version control through Git is crucial to my workflow. With GitHub, I manage collaborative development, track changes, and ensure code integrity across multiple projects and teams.
Git/GitHub
Version control through Git is crucial to my workflow. With GitHub, I manage collaborative development, track changes, and ensure code integrity across multiple projects and teams.
Git/GitHub
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Version control through Git is crucial to my workflow. With GitHub, I manage collaborative development, track changes, and ensure code integrity across multiple projects and teams.
Git/GitHub
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It automates my continuous integration processes, allowing me to test and deploy code seamlessly, ensuring that every update meets high-quality standards.
Jenkins
It automates my continuous integration processes, allowing me to test and deploy code seamlessly, ensuring that every update meets high-quality standards.
Jenkins
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It automates my continuous integration processes, allowing me to test and deploy code seamlessly, ensuring that every update meets high-quality standards.
Jenkins
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It enhances my CI/CD pipeline, automating testing and deployment workflows to accelerate development cycles and deliver reliable software to production faster.
CircleCI
It enhances my CI/CD pipeline, automating testing and deployment workflows to accelerate development cycles and deliver reliable software to production faster.
CircleCI
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It enhances my CI/CD pipeline, automating testing and deployment workflows to accelerate development cycles and deliver reliable software to production faster.
CircleCI
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Here's How I Solve Challenges
PROJECTS
Turning Data Into Discovery
Research Papers
An ML-Based Approach to Transform Stimuli into Characteristic Oscillatory Activity of the Beta Band
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Aditi Jindal
6 months
An ML-Based Approach to Transform Stimuli into Characteristic Oscillatory Activity of the Beta Band
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Aditi Jindal
6 months
Implementation Of Crop Disease Detection System
Using Flutter
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Shivam Hingu
6 months
Implementation Of Crop Disease Detection System
Using Flutter
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Shivam Hingu
6 months
An ML-Based Approach to Transform Stimuli into Characteristic Oscillatory Activity of the Beta Band
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Aditi Jindal
6 months
Implementation Of Crop Disease Detection System
Using Flutter
Journal/Conference:
Authors:
Duration:
RIACT 2022
Sunny Bhatt, Shivam Hingu
6 months
Curiosities Beyond Code
INTERESTS AND HOBBIES
Bug–Squashing
Data Diving
Designing Intelligent Systems
Bug–Squashing
Data Diving
Designing Intelligent Systems
STARGAZING
HIKING
HIKING
I SING TOO !!
I SING TOO !!
Let's Talk!
