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ESARAM UDAY KIRAN
Email: [email protected] | Phone: +91 6281892684
Location: Hyderabad, Telangana, India
LinkedIn: Uday Kiran | GitHub: udaykiran-91

Objective
Innovative and results-driven AI Engineer with hands-on experience in Generative AI, machine learning, and natural language processing. Seeking a challenging role as a Generative AI Engineer to leverage my expertise in large language models and deep learning to create cutting-edge AI solutions.

Skills

• Programming Languages: Python, HTML, CSS, MySQL
• AI & Machine Learning: Large Language Models, Generative AI, Natural Language Processing, Deep Learning, Machine Learning
• Frameworks & Libraries: Langchain, TensorFlow, Pandas, NumPy, Spacy
• Web Development: Django
• Tools: Visual Studio Code, Jupyter, Eclipse, MySQL

Professional Experience

ML Engineer Intern
Mempage Technologies
March 2024 – June 2024

• Developed and implemented a Retrieval Augmented Generation (RAG) system, enhancing the accuracy of generated responses by integrating relevant context from retrieved documents.
• Designed and developed a multimodal chatbot integrating text, image, and voice inputs to provide versatile and user-friendly interactions.
• Built an intelligent invoice Q&A chatbot capable of accurately extracting and interpreting data from various invoice formats.

Publicity Core Team Member
Wissenaire, Techno-Management Fest, IIT Bhubaneswar
August 2018 - July 2021

NCC Cadet (Class-B)
National Cadet Corps (NCC), Berhampur
August 2018 - July 2020

Education

B.Tech in Electrical Engineering
Indian Institute of Technology Bhubaneswar
July 2018 – May 2022

Projects

Natural Language Processing

Food Chatbot

• Designed and developed a sophisticated food ordering chatbot integrated with a Django web application, leveraging Dialogflow for NLP and Django for backend management, resulting in a 40% reduction in order processing time and a 25% increase in customer satisfaction ratings.
• Implemented functionalities for users to select food items, specify quantities, and track orders using their order IDs.
• Integrated a MySQL database to store information about food items, prices, and orders ensuring efficient retrieval and management of data.
• GitHub Repository

Deep Learning

Actors Image Classification

• Spearheaded a cutting-edge image classification project focused on actors including Prabhas, Anushka, Dhanush, Jennifer Lawrence, Emilia Clarke, and Stephen Amell.
• Leveraging TensorFlow, the project involved constructing and training a Convolutional Neural Network (CNN) model tailored to accurately categorize images of the actors.
• The model attained an impressive accuracy rate of approximately 88% with high precision, recall, and F1 scores averaging around 90%.
• GitHub Repository

Machine Learning

Image Classification using SVM

• Devised machine learning techniques to predict images of sports celebrities, employing the Support Vector Machine (SVM) algorithm.
• Led the deployment of the model on a website using the Django framework, resulting in an accuracy rating of approximately 85%.
• GitHub Repository

Django

Social Networking Website using Django

• Established a website called StudyBuddy, which is an e-learning platform that allows students to post messages to the discussion section, interact, and receive feedback from other students.
• Crafted the methods for Create, Read, Update, Delete (CRUD), Login, Logout, User profile, Pagination, and Signals.
• GitHub Repository

Certifications

• Linear Regression with NumPy and Python, Coursera – March 2023
• Python (Basic), HackerRank – February 2023

Feel free to let me know if there are any specific details you would like to add or modify. This version focuses on showcasing your expertise and relevant projects for a Generative AI Engineer role.