A passionate DevOps & AI Engineer with a strong foundation in web development and cloud technologies. I'm currently pursuing my B.Tech at Vellore Institute of Technology and have a keen interest in building intelligent systems, automating infrastructure, and creating seamless user experiences.

About Me:

• 👨‍🎓 Currently pursuing B.Tech at Vellore Institute of Technology.
• 🛠️ Experienced in DevOps, AI/ML, Web Development, and Cloud Technologies.
• ☁️ AWS Certified Cloud Practitioner, AWS Cloud Digital Leader & AWS Solutions Architect Associate.
• 🤝 Open-source enthusiast and always eager to learn and collaborate.

My Interests:

• 🤖 AI/ML: Fascinated by the power of AI and Machine Learning. I enjoy building intelligent chatbots, fine-tuning large language models, and exploring the latest advancements in NLP.
• 🚀 DevOps: Passionate about automating infrastructure, building CI/CD pipelines, and improving development workflows for faster and more reliable software delivery.
• 🌐 Web Development: Building user-friendly and efficient web applications using modern technologies like React, Next.js, and the MERN stack.
• ☁️ Cloud Technologies: Exploring the vast possibilities of cloud computing and leveraging AWS services to build scalable and robust applications.
• 🗃️ Database Management: Designing and managing databases (MySQL, MongoDB, PostgreSQL) to ensure efficient data storage and retrieval.

Skills:

• Languages: Python, JavaScript, SQL, HTML, CSS, Groovy, Bash
• Frameworks: ReactJS, NodeJS, TensorFlow, LangChain, PyTorch, AWS CloudFormation
• Tools: Git, GitHub, Docker, Jenkins, MySQL, MongoDB
• Platforms: Linux, Windows, AWS, GCP, Raspberry Pi

Projects Highlight:

• AI Chatbot with Langchain RAG: Developed an AI chatbot that allows users to embed documents and interact with them using open-source models and Langchain RAG. Leveraged Python, PyTorch, and Hugging Face Transformers.
• Land Marketplace Platform: Built a full-stack MERN application for land transactions with Google Maps integration and Razorpay payment gateway.
• Fine-tuning LLM Model with Qlora: Fine-tuned a large language model using a custom dataset and Qlora configuration for improved performance on specific tasks.
• Inventory Management System: Developed a Python-based inventory management system with a Tkinter GUI and MySQL database.

Certifications:

• AWS Certified Solutions Architect – Associate (Mar '24)
• AWS Certified Cloud Practitioner (Feb '24)
• AWS Cloud Digital Leader (Dec '23)

Get in Touch:

• Portfolio: manansantoki.xyz
• Email: [email protected]
• LinkedIn: Manan Santoki

I'm always open to collaborating on interesting projects. Feel free to reach out!

⚡ Fun fact: I'm constantly exploring new technologies and finding ways to apply them to real-world problems.