Vigyat Singh
@vigyatsingh
Aspiring computer scientist with a focus on AI and machine learning.
What I'm looking for
I am a dedicated B.Tech student in Computer Science Engineering at KIIT University, where I have maintained a strong academic record with an 8.26 GPA. My passion for technology drives me to actively participate in coding competitions and tech events, enhancing my skills and knowledge in the field.
Throughout my academic journey, I have developed several innovative projects, including an AI-powered chatbot and a question-answering system using RNNs in PyTorch. My experience with machine learning and web development has equipped me with the ability to create impactful solutions, such as a disease prediction web app and a crop recommendation system. I thrive in collaborative environments and am eager to contribute my skills to meaningful projects.
Experience
Work history, roles, and key accomplishments
RNN-Based QA System Developer
Self-Employed
Developed an end-to-end question-answering system using Recurrent Neural Networks (RNNs) in PyTorch. Implemented a text preprocessing pipeline including tokenization, vocabulary building, and sequence padding.
Disease Prediction Web App Developer
Self-Employed
Built a symptom-based disease prediction tool using Scikit-learn, presented via Streamlit UI. Included recommendations on medication, precautions, diet, and fitness.
Crop Recommendation System Developer
Self-Employed
Created a web tool to recommend crops based on environmental inputs using Random Forest with Principal Component Analysis. Used Ordinal Encoding for categorical data; deployed on Vercel.
AI-Powered Chatbot Developer
Self-Employed
Developed a voice-based chatbot using OpenAI GPT, integrated with ElevenLabs API for natural voice output. Added Spotify playback, weather updates, reminders, and mental wellness support.
Email Summary Automation Developer
Self-Employed
Automated Gmail email summarization using IMAP, smtplib, and email.mime. Generated and emailed daily summaries using HTML formatting.
Education
Degrees, certifications, and relevant coursework
Kalinga Institute of Industrial Technology (KIIT University)
B.Tech, Computer Science Engineering
Grade: 8.26 on a 10-point scale
Activities and societies: Member of the Java Developers Association (2023–2024), Student Convener for KIIT Fest Enigma (2022–2023), and volunteered with the Rotary Club & Red Cross as a blood donor (2023–2024).
Studied Computer Science Engineering with relevant coursework including Data Structures and Algorithms, Database Management Systems, Software Engineering, Artificial Intelligence, Machine Learning, and Web Development. Actively participated in coding competitions and various tech events.
Availability
Location
Authorized to work in
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