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Ilurusheshasai/README.md

Sai Iluru


πŸ‘‹ About Me

I am a highly skilled Software Engineer with expertise in AWS, Golang, Python, Linux, and a strong focus on system design, Kubernetes, and cloud computing. My passion lies in solving complex problems, delivering scalable solutions, and leveraging cutting-edge technologies to drive innovation. Would like to work on artificial intelligence, I want to think freely and creatively as possible try to tap ideas that are never been worked on, become a programmer who can code the idea into reality, and participate in coding competitions. Graduated with a Master degree in Information Systems at the University of Maryland, Baltimore County, with a 3.94/4.00 GPA.


πŸ”§ Technical Skills

  • Cloud Technologies: AWS (EC2, EMR, Lambda, S3, IAM, RDS, RedShift, API Gateway, Route53)
  • Programming: Python, Golang, C, SQL, PLSQL, Data Structures & Algorithms
  • Containerization & Orchestration: Docker, Kubernetes, Prometheus, Kibana
  • Databases: MySQL, PostgreSQL, MongoDB, DynamoDB, SQLite
  • Automation: Terraform, Ansible, Jenkins (CI/CD), Shell Scripting
  • Frameworks: Flask, TensorFlow, PyTorch, ReactJS, Llama Index
  • Certifications: AWS Cloud Practitioner, Joy of Computing with Python

πŸ’Ό Work Experience

Graduate School of University of Maryland Baltimore County

Data Analyst & Research Assistant

  • Developed a web application to support transfer students, improving user experience and adoption rates.
  • Conducted 3 workshops, analyzed student data, and created visualizations, improving student insights by 25%.
  • Published 2 research papers based on workshop findings and proposed data collection solutions using Python and Twilio.

System Design Engineer & Research Assistant

  • Deployed and modified open-source applications on AWS adhering to HIPAA regulations, enabling secure research data collection.
  • Studied the architecture built on AWS EC2, RDS, S3, and Elastic Beanstalk, and optimized workflows for scalability.
  • Documented deployment processes, reducing future onboarding time by 40%.

Tata Consultancy Services

Software Engineer, DevOps

  • Managed AWS infrastructure, optimizing EMR deployment scripts, reducing deployment time by 30%.
  • Developed monitoring tools and automated workflows using Jenkins and Groovy, achieving 95% error-free deployments.
  • Enhanced security by integrating Vault for credential management, saving $120,000 annually.

πŸš€ Projects

Skills: System Design, ReactJS, Go, Kubernetes, Docker, PostgreSQL, MongoDB

  • Built and deployed an end-to-end application for peer mentoring with real-time chat, goal management, and secure authentication.
  • Reduced deployment inconsistencies by 30% through containerization with Docker.
  • Improved application performance by 15% with optimized code and database queries.

Skills: Vertex AI, Gemini API, Python, NLP, RAG

  • Designed an AI bot simulating human traits like reading, listening, and adaptive Q&A.
  • Developed a model that can act as a simple search engine on a local database and can summarize and answer questions from the files.
  • Implemented NLP techniques for query processing and integrated T5 Transformers for summarization.
  • Enhanced customer engagement by generating story visuals with Google Vertex AI’s Imagen 2.

Skills: BERT, Python, Random Forest, Hugging Face

  • Built an SQL injection detection model achieving 98% accuracy using BERT.
  • Cleaned and transformed 34,000 data points, ensuring data quality for robust AI modeling.

[Image Detection Model]

Skills: Inception-V3, CNN, TensorFlow, Python

  • Engineered an object detection system using COIL-100 and ImageNet datasets, achieving 98% accuracy.
  • Improved model robustness with data augmentation and optimized architecture with average pooling layers.

πŸ“š Publications

  1. "PeerConnect: Co-Designing a Peer-Mentoring Support System with Computing Transfer Students"
    Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems (CHI EA '24)
  2. "Novel Configuration of Multilevel Inverter Topology with Less Number of Switches"
    2022 2nd Asian Conference on Innovation in Technology (ASIANCON)

πŸ’‘ Let's Connect

Feel free to explore my GitHub repositories and connect with me on LinkedIn. I’m always open to discussing innovative ideas, collaborations, and exciting opportunities!

Pinned Loading

  1. Chatbot-llamaIndex-gemini-RAG Chatbot-llamaIndex-gemini-RAG Public

    Trying to create my first Story telling bot with Q/A, summarizing capabilities using Gemini flash LLM and integrated it with vector database using LLamaIndex. This project is improvement of my cour…

    Jupyter Notebook

  2. Ilurusheshasai Ilurusheshasai Public

    Config files for my GitHub profile.

  3. Medium Medium Public

    Medium posts

    Jupyter Notebook

  4. multiple-LLM-chatbot multiple-LLM-chatbot Public

    Python

  5. student_analytics student_analytics Public

    Python