About
Highly motivated Computer Science student with a strong foundation in machine learning, generative AI, and full-stack development using Flask. Passionate about crafting innovative and impactful solutions, I leverage robust technical skills and a collaborative approach to drive project success. Proven ability to adapt to diverse technologies and deliver high-quality, scalable applications, as demonstrated through academic achievements and diverse project implementations.
Work
Hooghly, West Bengal, India
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Summary
Developing an ongoing deep learning-based Flask web application for real-time speech emotion detection from user voice input.
Highlights
Conducted extensive pre-processing and feature extraction on raw audio data to prepare it for deep learning model training.
Developed an LSTM-based speech emotion detection model, achieving 98% accuracy on test datasets, demonstrating high predictive performance.
Designed the architecture for a real-time voice input system, enabling immediate emotion detection and user feedback.
Hooghly, West Bengal, India
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Summary
Built a Flask application utilizing the GROQ API to perform sentiment analysis on uploaded CSV/Excel files and output structured JSON data.
Highlights
Managed robust file handling and API routing, ensuring seamless data ingestion and processing for efficient sentiment analysis.
Applied prompt engineering techniques to perform accurate sentiment analysis using GROQ API, successfully generating structured JSON outputs.
Developed a user-friendly web interface for file uploads, streamlining the process of data submission for analysis.
Hooghly, West Bengal, India
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Summary
Developed a full-stack blog web application using Flask, integrating comprehensive user authentication and content management features.
Highlights
Engineered robust CRUD functionalities for blog posts, empowering users to create, edit, and delete their content seamlessly.
Designed and implemented a secure user authentication system using Flask-Login, ensuring data integrity and secure access for users.
Optimized dynamic content rendering by leveraging Flask templates and Jinja2, enhancing user interface responsiveness and experience.
Awards
Cleared GATE DA 2024
Awarded By
GATE (Graduate Aptitude Test in Engineering)
Successfully cleared the Graduate Aptitude Test in Engineering (Data Science & AI) with an All India Rank (AIR) of 4146, showcasing strong aptitude in the field.
Global Rank 3084 in TCS Codevita Season 11
Awarded By
TCS Codevita
Achieved a global rank of 3084 in TCS Codevita Season 11, demonstrating strong competitive programming skills among thousands of participants.
Languages
English
Hindi
Bengali
Skills
Development & Engineering
Back-end Development, Full-stack Development, Computer Network, Data Structures and Algorithms, Git/Github.
Machine Learning & AI
Machine Learning, Generative AI, Tensorflow, Keras, scikit-learn, OpenCV.
Programming Languages
Python, Java, C/C++, Javascript.
Data Management & Analysis
Database Management, Oracle PL/SQL, Data Visualization, Pandas, NumPy, Matplotlib.
Frameworks & Tools
Flask.