vivek kiran User
@vivekkiranuser
Aspiring electrical engineer with expertise in machine learning and AI.
What I'm looking for
I am currently pursuing my degree in Electrical Engineering at the Indian Institute of Technology, Mandi, where I have maintained a CGPA of 7.93. My academic journey has been marked by a strong foundation in technical skills, particularly in programming languages such as C++, Python, HTML, and SQL. I have a keen interest in machine learning and have successfully completed several projects that showcase my ability to apply theoretical knowledge to practical applications.
One of my notable projects is the Human Activity Detection system, where I developed a machine learning model to classify human activities using cell phone sensor data. This project not only honed my skills in data manipulation and model evaluation but also allowed me to implement a web application using Flask. Additionally, I engineered a U-Net deep learning model for grape bunch segmentation, achieving impressive precision and recall metrics. My experience with tools like TensorFlow, Scikit-learn, and Streamlit has equipped me with the necessary skills to tackle complex problems in the field of AI.
Beyond academics, I have actively participated in college events, securing an All India rank of 5938 in JEE Advanced and winning medals in various tournaments. I take pride in my role as a main organizer for college festivals, which has enhanced my leadership and teamwork abilities. I am eager to leverage my skills and experiences in a challenging role that allows me to contribute to innovative projects in technology.
Experience
Work history, roles, and key accomplishments
VineNet
Indian Institute Of Technology, Mandi
Apr 2024 - Apr 2024 (0 months)
Engineered a U-Net deep learning model for precise segmentation of grape bunches in high-resolution vineyard images, enhancing vineyard management with pixel-level accuracy. Optimized training with TensorFlow using Binary Cross-Entropy loss, Adam optimizer, and essential callbacks, achieving high precision and recall.
VineNet
Indian Institute Of Technology, Mandi
Apr 2024 - Apr 2024 (0 months)
Engineered a U-Net deep learning model for precise segmentation of grape bunches in high-resolution vineyard images, enhancing vineyard management with pixel-level accuracy. Optimized training with TensorFlow using Binary Cross-Entropy loss, Adam optimizer, and essential callbacks, achieving 86% Precision, 81% Recall, and 71% Mean IoU.
Persona
Indian Institute Of Technology, Mandi
Mar 2023 - May 2023 (2 months)
Developed a highly functional humanoid robot, integrating ChatGPT to enhance its conversational and interactive capabilities with humans. Utilized Python and libraries like pyfirmata, pyaudio, pyttsx3, OpenAI, and SpeechRecognition to enable seamless communication between the robot and users.
Persona
Indian Institute Of Technology, Mandi
Mar 2023 - May 2023 (2 months)
Developed a highly functional humanoid robot leveraging cutting-edge technologies, including the integration of ChatGPT, to enhance its conversational abilities and interactive capabilities with humans. Utilized Python programming language and inbuilt libraries such as pyfirmata, pyaudio, pyttsx3, openAi, and SpeechRecognition to enable seamless communication between the humanoid robot and users.
Human Activity Detection
Indian Institute Of Technology, Mandi
Feb 2023 - Apr 2023 (2 months)
Developed a machine learning model for human activity detection using cell phone sensor data, leveraging Python libraries like Pandas, NumPy, Scikit-learn, and TensorFlow. Implemented a Flask web application for data processing and visualization, training and evaluating classification algorithms such as SVM and Random Forests.
Human Activity Detection
Indian Institute Of Technology, Mandi
Feb 2023 - Apr 2023 (2 months)
Developed a machine learning model for human activity detection using cell phone sensor data, leveraging Python libraries such as Pandas, NumPy, Scikit-learn, and TensorFlow. Implemented a Flask web application for data processing, model prediction, and visualization, training and evaluating SVM and Random Forests for activity classification.
News Research Tool
Indian Institute Of Technology, Mandi
Nov 2022 - Dec 2022 (1 month)
Developed an interactive news research application in Python using Streamlit, allowing users to input URLs and questions to retrieve insights from articles. Engineered a system that processes articles, vectorizes text using OpenAI embeddings, and indexes with FAISS for fast similarity search, providing AI-powered answers via ChatGPT.
News Research Tool
Indian Institute Of Technology, Mandi
Nov 2022 - Dec 2022 (1 month)
Developed an interactive news research application in Python using Streamlit, enabling users to retrieve insights from articles by inputting URLs and questions. Engineered a system that processes articles, vectorizes text using OpenAI embeddings, and indexes using FAISS for fast similarity search, providing answers from processed articles using ChatGPT.
Education
Degrees, certifications, and relevant coursework
Indian Institute Of Technology, Mandi
Bachelor of Technology, Electrical Engineering
Grade: 7.93 on a scale of 10
Pursuing a Bachelor of Technology in Electrical Engineering, focusing on fundamental principles and advanced applications. Coursework includes linear algebra, data structures and algorithms, and basic machine learning. Maintaining a strong academic record with a CGPA of 7.93.
Fiitjee Junior College
Higher Secondary Certificate, Science
Grade: 96.4%
Completed pre-university studies, focusing on science subjects under the Telangana State Board. Achieved a strong academic record, demonstrating proficiency in core curriculum.
Fiitjee Junior College
Intermediate Education, Science
Grade: 96.4%
Completed intermediate education under the Telangana State Board, achieving a percentage of 96.4. Focused on a comprehensive curriculum to build a strong academic foundation for higher studies.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
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