ATG NANDU
Open to work0 years experienceData Scientist
Computer Science Graduate | Data Science & Machine Learning Enthusiast
Standing Rank
Rank Not Available
Developer Badges
Skills & Technologies
25 skillsGitHub Activity Evidence
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Work Experience
Data Science Intern
Cognifyz Technologies Pvt Ltd
- Descriptive Analysis: Analyzed key parameters affecting restaurant ratings using a provided dataset of over 10,000 entries. Explored the distribution of categorical variables like country codes.
- Geo-spatial Analysis: Analyzed the distribution of restaurants across different cities or countries using Geographic Information Systems (GIS), hot spot analysis, spatial autocorrelation to determine the correlation between Restaurant location and its rating.v
- Predictive Modeling: Build and implemented regression model to predict the aggregate rating of a restaurant based on available features, achieving 80% accuracy through iterative testing and cross-validation.
Projects
HireHive
View Project- Developed a robust web scraping pipeline using Selenium for dynamic content rendering and BeautifulSoup for structured data extraction. Integrated LinkedIn API and other job portal APIs to retrieve real-time job postings.
- Fine-tuned machine learning algorithms with NumPy, Pandas, and Scikit-learn for predictive analytics and data preprocessing. Implemented TF-IDF Vectorization and N-grams techniques for text representation, allowing precise analysis of resume content. Integrated Google’s Gemini API to enhance job-posting relevance and automate skill extraction.
- Designed and deployed a Flask-based web application and Optimized backend request handling.
MediNavBot
View Project- Developed an AI-powered chatbot that assists users with medical and healthcare-related queries. Implemented deep learning techniques using Convolutional Neural Networks (CNNs) for text classification and intent recognition.
- Utilized NLP tools such as NLTK and WordNetLemmatizer to pre-process and enhance text understanding. Designed an intent-based navigation system to access structured responses.
- Built and trained the chatbot model using TensorFlow and Keras, leveraging a dataset (intents.json) containing tags, responses, contexts, and patterns.
Leaderboard Standings
Leaderboard Position Pending
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Assessment Highlights
Assessments Not Completed
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AI Collaboration Score
AI Collaboration Score Pending
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Role Compatibility Profile
Role Compatibility Analysis Pending
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Achievements
Achievements Not Earned
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About Details
Professional Bio
Aspiring Data Scientist and Computer Science graduate with hands-on experience in machine learning, predictive modeling, and web scraping. Skilled in Python, TensorFlow, and data analytics, with a focus on building AI-powered applications and data-driven solutions.
Bachelor of Technology in Computer Science
Gurukul Kangri University (2021 - 2025)
Intermediate in Intermediate Board
SriGayatri Junior Collage (2019 - 2021)