2024-12-01 16:31:08
✨ Kicking off the holiday season with some serious problem-solving! I'm participating in Advent of Code 2024, tackling daily coding challenges to sharpen my Python skills. 🧩🐍
Check out my Python solutions on GitHub.
Every day is a new opportunity to learn, experiment, and grow as a developer. Let the coding adventure begin! 🚀
2024-10-05 17:52:42
Spotify Music Recommendation Engine
🚀 Introducing the #Spotify Recommendation Engine! 🎧
Looking for the perfect playlist? My engine brings you personalized song recommendations by analyzing key features like...
🚀 Introducing the #Spotify Recommendation Engine! 🎧
Looking for the perfect playlist? My engine brings you personalized song recommendations by analyzing key features like danceability, liveliness, and more using #cosine_similarity. Plus, we take it a step further by detecting your mood through a custom #CNN model and suggesting tracks that match your vibe!
📌 Current Features:
1. Song Recommendations based on music features like danceability and liveliness.
2. Mood-Based Suggestions leveraging real-time #emotion_detection through CNN.
Also, just add the playlist to you Spotify Account with a single click, by logging into your account.
📌 Upcoming Features:
- #LSTM Lyrics Generator to create custom lyrics based on your preferences.
- Interactive #Chatbot to chat and discover new music effortlessly.
All this comes together in a sleek and interactive #Streamlit App - making it easier than ever to explore and enjoy music tailored just for you!
Stay tuned for more updates! 🔥
Read more
2024-07-31 12:00:00
Wrapped up an engaging demo on GitHub essentials for second-year students! It was a pleasure sharing insights on project management, repo handling, and collaboration.
2024-07-25 18:02:31
GlossaCompiler - Text to Code for Young Learners
🚀Excited to share our recent project alongside Ruthvika Muchala: "GlossaCompiler - Text to Code for Young Learners"🚀
We’ve been working on building a custom Transformer mode...
🚀Excited to share our recent project alongside Ruthvika Muchala: "GlossaCompiler - Text to Code for Young Learners"🚀
We’ve been working on building a custom Transformer model using PyTorch to translate English prompts into executable Python code! This project aims to make programming more accessible and intuitive, especially for beginners who want to learn by doing without getting bogged down in syntax.
Here’s how it works:
- The model is trained on diverse datasets to ensure it can handle a wide range of programming tasks and maintain high accuracy.
- To make this tool accessible, we've integrated it with Discord, creating an interactive chatbot that allows users to generate Python code through simple language instructions.
- Additionally, there’s a web application with a React frontend and Flask backend, providing a more structured and user-friendly interface for interacting with the model.
- Immediate code compilation using Judge0 API.
Why this matters:
- Educational Impact: It helps beginners grasp programming concepts through interactive code generation and execution, making learning hands-on and engaging.
- Real-World NLP Application: Integrating the model with a popular platform like Discord demonstrates NLP’s potential in real-world applications.
- Accessible Compilation: Through the Judge0 API, users can compile and test the generated code directly, giving them immediate feedback.
We are thrilled to see the potential of this tool in helping newcomers to the field, empowering them to create Python code with simple instructions, and facilitating learning through hands-on experience.
Read more
2024-06-15 16:29:48
I’m happy to share that I’m starting a new position as Software Development Intern at Upraised®!
2023-10-20 08:00:00
RESUME AND NAMECARD ENTITY RECOGNITON APPLICATION
This is a FastAPI-Gradio based applications which aims at automating the process of hiring for major companies. Instead of going through the tedious process of manually going ... This is a FastAPI-Gradio based applications which aims at automating the process of hiring for major companies. Instead of going through the tedious process of manually going through tons of applications, the application aims at recognizing essential entities and information from the resumes. A custom model, trained on custom dataset was built using SpaCy after preparing data by manually tagging resume texts using Docanno. Read more
2023-09-15 15:36:46
Hi all,
I have successfully completed the "Docker for Intermediate Level" course offered by Great Learning Academy.
2023-06-10 12:00:00
ANPR Flask Web Application with PowerBI Dashboard and Chatbot
The following project was created to solve the issues of vehicular traffic data management within campuses or any enclosed area. The Flask Web Application has the features to ... The following project was created to solve the issues of vehicular traffic data management within campuses or any enclosed area. The Flask Web Application has the features to detect vehicular number plates from Images or Videos using TensorFlow's Object Detection Model. The detected data is stored in Google Sheets with the timestammp. In addition to this, there is a PowerBI dashboard that fetches live data from Sheets and visualizes the fetched data. Also, a chatbot has been designed powered by OpenAI. Read more
2023-04-25 16:11:23
Premier League Analytics Dashboard
This project was designed as a part of the course CSE 260 (Data Visualization Tools and Techniques) of B. Tech CSE (AI ML) [2nd Year] at Sri Ramachandra Faculty of Engineering...
This project was designed as a part of the course CSE 260 (Data Visualization Tools and Techniques) of B. Tech CSE (AI ML) [2nd Year] at Sri Ramachandra Faculty of Engineering and Technology, SRIHER, Chennai under the guidance of Prof. Rhevathi M.
The Tableau Dashboard is embedded into a Flask Web Application which can be run locally.
Read more
2022-07-15 15:46:29
Streaming Highway Traffic Alerts from Twitter API
This project was developed during the internal internship for first year at Sri Ramachandra Faculty of Engineering and Technology, SRIHER, Chennai under the guidance of Dr. Ja...
This project was developed during the internal internship for first year at Sri Ramachandra Faculty of Engineering and Technology, SRIHER, Chennai under the guidance of Dr. Jayanthi Ganapathy and Prof. Ramya Mohanakrishnan.
The Machine-Learning project comprises of a web-application that enables the users to fetch traffic-related tweets from Twitter API. The tweets can be downloaded and multiple algorithms have been used to increase the efficiency and versatility.
Read more
2024-12-01 16:31:08
✨ Kicking off the holiday season with some serious problem-solving! I'm participating in A...
✨ Kicking off the holiday season with some serious problem-solving! I'm participating in Advent of Code 2024, tackling daily coding challenges to sharpen my Python skills. 🧩🐍
Check out my Python solutions on GitHub.
Every day is a new opportunity to learn, experiment, and grow as a developer. Let the coding adventure begin! 🚀
Read more
2024-10-05 17:52:42
Spotify Music Recommendation Engine
🚀 Introducing the #Spotify Recommendation Engine! 🎧
Looking for the perfect playlist? ...
🚀 Introducing the #Spotify Recommendation Engine! 🎧
Looking for the perfect playlist? My engine brings you personalized song recommendations by analyzing key features like danceability, liveliness, and more using #cosine_similarity. Plus, we take it a step further by detecting your mood through a custom #CNN model and suggesting tracks that match your vibe!
📌 Current Features:
1. Song Recommendations based on music features like danceability and liveliness.
2. Mood-Based Suggestions leveraging real-time #emotion_detection through CNN.
Also, just add the playlist to you Spotify Account with a single click, by logging into your account.
📌 Upcoming Features:
- #LSTM Lyrics Generator to create custom lyrics based on your preferences.
- Interactive #Chatbot to chat and discover new music effortlessly.
All this comes together in a sleek and interactive #Streamlit App - making it easier than ever to explore and enjoy music tailored just for you!
Stay tuned for more updates! 🔥
Read more
2024-07-31 12:00:00
Wrapped up an engaging demo on GitHub essentials for second-year students! It was a pleasu... Wrapped up an engaging demo on GitHub essentials for second-year students! It was a pleasure sharing insights on project management, repo handling, and collaboration. Read more
2024-07-25 18:02:31
GlossaCompiler - Text to Code for Young Learners
🚀Excited to share our recent project alongside Ruthvika Muchala: "GlossaCompiler - Text to...
🚀Excited to share our recent project alongside Ruthvika Muchala: "GlossaCompiler - Text to Code for Young Learners"🚀
We’ve been working on building a custom Transformer model using PyTorch to translate English prompts into executable Python code! This project aims to make programming more accessible and intuitive, especially for beginners who want to learn by doing without getting bogged down in syntax.
Here’s how it works:
- The model is trained on diverse datasets to ensure it can handle a wide range of programming tasks and maintain high accuracy.
- To make this tool accessible, we've integrated it with Discord, creating an interactive chatbot that allows users to generate Python code through simple language instructions.
- Additionally, there’s a web application with a React frontend and Flask backend, providing a more structured and user-friendly interface for interacting with the model.
- Immediate code compilation using Judge0 API.
Why this matters:
- Educational Impact: It helps beginners grasp programming concepts through interactive code generation and execution, making learning hands-on and engaging.
- Real-World NLP Application: Integrating the model with a popular platform like Discord demonstrates NLP’s potential in real-world applications.
- Accessible Compilation: Through the Judge0 API, users can compile and test the generated code directly, giving them immediate feedback.
We are thrilled to see the potential of this tool in helping newcomers to the field, empowering them to create Python code with simple instructions, and facilitating learning through hands-on experience.
Read more
2024-06-15 16:29:48
I’m happy to share that I’m starting a new position as Software Development Intern at Upra
2023-10-20 08:00:00
RESUME AND NAMECARD ENTITY RECOGNITON APPLICATION
This is a FastAPI-Gradio based applications which aims at automating the process of hiring... This is a FastAPI-Gradio based applications which aims at automating the process of hiring for major companies. Instead of going through the tedious process of manually going through tons of applications, the application aims at recognizing essential entities and information from the resumes. A custom model, trained on custom dataset was built using SpaCy after preparing data by manually tagging resume texts using Docanno. Read more
2023-09-15 15:36:46
Hi all,
I have successfully completed the "Docker for Intermediate Level" course offered...
Hi all,
I have successfully completed the "Docker for Intermediate Level" course offered by Great Learning Academy.
Read more
2023-06-10 12:00:00
ANPR Flask Web Application with PowerBI Dashboard and Chatbot
The following project was created to solve the issues of vehicular traffic data management... The following project was created to solve the issues of vehicular traffic data management within campuses or any enclosed area. The Flask Web Application has the features to detect vehicular number plates from Images or Videos using TensorFlow's Object Detection Model. The detected data is stored in Google Sheets with the timestammp. In addition to this, there is a PowerBI dashboard that fetches live data from Sheets and visualizes the fetched data. Also, a chatbot has been designed powered by OpenAI. Read more
2023-04-25 16:11:23
Premier League Analytics Dashboard
This project was designed as a part of the course CSE 260 (Data Visualization Tools and Te...
This project was designed as a part of the course CSE 260 (Data Visualization Tools and Techniques) of B. Tech CSE (AI ML) [2nd Year] at Sri Ramachandra Faculty of Engineering and Technology, SRIHER, Chennai under the guidance of Prof. Rhevathi M.
The Tableau Dashboard is embedded into a Flask Web Application which can be run locally.
Read more
2022-07-15 15:46:29
Streaming Highway Traffic Alerts from Twitter API
This project was developed during the internal internship for first year at Sri Ramachandr...
This project was developed during the internal internship for first year at Sri Ramachandra Faculty of Engineering and Technology, SRIHER, Chennai under the guidance of Dr. Jayanthi Ganapathy and Prof. Ramya Mohanakrishnan.
The Machine-Learning project comprises of a web-application that enables the users to fetch traffic-related tweets from Twitter API. The tweets can be downloaded and multiple algorithms have been used to increase the efficiency and versatility.
Read more