VISWANATH T
Data Science Associate
Chennai
Summary
A driven and versatile B.Tech Chemical Engineering gradiate at NIT Trichy with a strong inclination towards data science and AI. I bring a unique interdisciplinary blend of engineering fundamentals and advanced machine learning expertise, with hands-on experience developing AI-powered tools and predictive models using Python, Streamlit, LangChain, and LSTM RNNs. My internship at LTIMindtree enabled me to work at the intersection of SAP systems and Generative AI, building a proof-of-concept PDF QA tool using RAG architecture.
Overview
3
3
years of professional experience
4045
4045
years of post-secondary education
Work History
Intern
LTIMindtree
06.2024 - 07.2024
- Worked with the SAP team at LTIMindtree on projects involving Generative AI technologies, focusing on developing practical applications within SAP systems.
- Created detailed presentations on SAP and Cloud Architecture, Artificial Intelligence, Generative AI, Large Language Models (LLMs), and Transformer model Architecture, exploring their relevance and applications in Chemical Engineering and general-purpose contexts.
- Developed a PDF QA tool using the Retrieval Augmented Generation (RAG) technique. Built a proof-of-concept application leveraging LangChain and Streamlit frameworks for efficient information retrieval from PDF documents.
- Participated in the ignAite 2024 event, engaging in workshops, and participated in prompt engineering and GenAI quizzes. Gained valuable insights into the latest advancements in AI.
Head, Guest Lectures Team
NIT Trichy
05.2023 - 05.2025
- Company Overview: Alchemy is the National level technical symposium of the Chemical Engineering Department, NITT
- Secured the participation of renowned professionals and academia as guest lecturers during Alchemy by contacting potential speakers and conducting follow-up calls and emails.
- The symposium attracted a record turnout of 500+ students, providing a high-quality, thought-provoking, and informative learning experience that met the target audience's needs.
Manager, Crossfire and Guest Lecture Team
NIT Trichy
09.2022 - 05.2025
- Company Overview: Pragyan is an ISO-certified leading international techno-management festival of NIT Trichy with a 15k+ footfall and 100k+ online visits, making it the world-class and 4th of its kind in India.
- Responsible for conceptualizing panel discussion themes and delving into diverse ideas to craft a compelling and thought-provoking subject that resonates with the audience and the invited experts.
- Engaged with notable figures from various fields, persuaded them to join the discussion as distinguished panelists, and organized guest lectures and panel discussions.
Project - Algerian Forest Fire Prediction
06.2024 - 07.2024
- Built a binary classification model with 85% accuracy to predict forest fire occurrences using the Algerian forest fire dataset from kaggle.
- Pre-processed 244 instances of data by handling missing values and normalizing features for better model performance.
- Applied Logistic Regression and Decision Trees, improving classification accuracy by 10% through hyperparameter tuning.
- Achieved an F1-score of 0.83, optimizing the model for real-world forest fire prediction scenarios.
Project - Next Word Prediction
06.2024 - 07.2024
- Developed a deep learning model with 80%+ accuracy for predicting the next word in a sequence using LSTM RNN architecture.
- Tokenized over 50,000 words and built a model with an embedding layer, 2 LSTM layers, and a dense output layer with softmax activation function to predict probability of next word.
- Trained the model to prevent overfitting and deployed the model using Streamlit, providing real-time word prediction with an inference time of under 4 seconds.
Project - Bank Management System
11.2023 - 12.2023
- Created a robust Python application developed using the Tkinter module for the graphical user interface (GUI) and MySQL as the backend database for storing account information.
- It provides essential banking functionalities such as checking account balance, depositing funds, and withdrawing funds, all accessible through a user-friendly interface.
Education
B.Tech - Chemical Engineering
National Institute of Technology, Tiruchirapalli
Trichy, India 04.2021 - Current
Class XII - CBSE
Chinmaya Vidyalaya
Chennai, India05-2021
Class X - CBSE
Chinmaya Vidyalaya
Chennai, India05-2019
Skills
Python
undefinedExtra-Curricular Activities
Represented the Chemical Department Cricket team at Sportsfete'23 and secured Second place. Represented the Chemical Department Chess team at Sportsfete'23. Received a Certification from the National Cadet Corps (NCC). Member of the National Sport Organization.
Technical Skills And Certifications
Python, C++, C, HTML, CSS, JavaScript, MySQL, MongoDB, Power BI, MATLAB, ASPEN-PLUS, Visual Studio, GitHub, Microsoft Word, PowerPoint, Excel, Complete Machine Learning, NLP Bootcamp, MLOPS & Deployment (Udemy), Machine Learning Basics (Edureka), Mastering Data Structures & Algorithms using C and C++ (Udemy)
Personal Information
- Date of Birth: 10/21/03
- Gender: Male
Positions Of Responsibility
- Head, Guest Lectures Team, Alchemy, 05/2023 - Present, Secured participation of professionals as guest lecturers., Attracted a record turnout of 500+ students.
- Manager, Crossfire and Guest Lecture Team, Pragyan, 09/2022 - Present, Responsible for panel discussion themes., Engaged with notable figures for discussions.
Timeline
Intern
LTIMindtree
06.2024 - 07.2024
Project - Algerian Forest Fire Prediction
06.2024 - 07.2024
Project - Next Word Prediction
06.2024 - 07.2024
Project - Bank Management System
11.2023 - 12.2023
Head, Guest Lectures Team
NIT Trichy
05.2023 - 05.2025
Manager, Crossfire and Guest Lecture Team
NIT Trichy
09.2022 - 05.2025
B.Tech - Chemical Engineering
National Institute of Technology, Tiruchirapalli
04.2021 - Current
Class XII - CBSE
Chinmaya Vidyalaya
Class X - CBSE
Chinmaya Vidyalaya
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