Hi, I'm Vinay Kumar S
Aspiring Data Analyst | Tech Enthusiast
Building future-ready tech, one bold idea at a time.
Passionate about creating innovative solutions with data.
About Me
I'm a future-ready Data Science student (B.E. 2027) with a relentless drive to turn cutting-edge technology into impactful, real-world solutions.
My work lives at the intersection of AI, Data analytics, Machine Learning, and human-centered innovation.
I build ethical, accessible web solutions that leverage AI to solve real-world problems and shape a better digital future.
🚀 From building a Gen AI–powered heart disease predictor (Cryptic 3.0 Runner-up) to crafting an AI Skill Gap Analyzer chatbot.
I thrive on creating products that are not just smart—but meaningful. Currently exploring the frontier of full-body motion tracking for intelligent fitness feedback using OpenCV, while mastering tools like Python, Streamlit, Node.js, and Firebase.
Languages
Frameworks
Tools
Projects Completed
5+
Certifications
4+
Hackathons Participated
4+
Wins
1
My Projects
Here are some of my recent projects. Each project was carefully crafted to solve specific problems and showcase different skills.
AI Skill Gap Analyzer
An intelligent Streamlit chatbot that analyzes resumes or selected domains to identify personalized skill gaps, using Gemini AI. It recommends skills to learn, estimated learning time, curated roadmaps, and project ideas—making users job-ready for 2027.
EDA Generator
A smart tool that automates Exploratory Data Analysis using Gen AI. Upload your dataset and instantly receive insights, visualizations, and a summary of key patterns—saving hours of manual effort and accelerating data understanding.
Resume
My professional journey, education, and skills.
Education
Pursuing a Minor in Artificial Intelligence at IIT Mandi to accelerate my mastery of advanced AI concepts and real-world applications.
Focused on software development and computer architecture. Participated in various hackathons and coding competitions.
Experience
Engaged in 5+ College-level hackathons, engineering impactful, real-time solutions across healthcare, automation, open innovation ,and ed-tech using Python, machine learning, OpenCV, Firebase, and generative AI — showcasing rapid prototyping, system design, and team-driven innovation.
- 🚀 Developed a machine learning model for heart disease prediction using patient datasets, achieving over 95% accuracy through data cleaning, feature engineering, and model tuning.
- 🧠Integrated Generative AI to provide human-readable explanations of predictions, improving transparency and user understanding.
- 🤝 Collaborated in a 3-member cross-functional team to ideate, prototype, and present within 24 hours, demonstrating strong team synergy and fast problem-solving.
- 🏅 Earned runner-up position among 30+ teams, recognized for innovation, social impact, and practical implementation of Gen AI in healthcare.
Developed a geospatial mobility analytics platform utilizing Python, GeoPandas, and PostGIS for data analysis, integrated machine learning models with Scikit-learn, and visualized insights using Kepler.gl. Deployed interactive dashboards with Streamlit for real-time decision-making.
- Leveraged spatial data processing and unsupervised learning to uncover congestion patterns, predict peak flow zones, and optimize route efficiency.
- Integrated geospatial visualizations with time-series forecasting models to support smart city planning and dynamic traffic management.
- Optimized database queries for improved performance
- Highlights advanced proficiency in big data pipelines, anomaly detection, and actionable insight generation for high-impact urban innovation.
Technical Skills
Certifications
Covered the core concepts of cloud computing using Google Cloud, including infrastructure, data storage, networking, and cloud-native application development. Emphasized hands-on learning with Google Cloud tools and services.
Receive professional-level training from Google Demonstrate your proficiency in projects Earn an employer-recognized certificate from Google . Qualify for in-demand job titles: Data Analyst, Junior Data Analyst, Associate Data Analyst
Growing my data skills, discovering how to manipulate and visualize data, and apply advanced analytics to make data-driven decisions.
Focused on implementing and analyzing key data structures and algorithms using Python. Topics included arrays, linked lists, stacks, queues, trees, graphs, sorting, and searching with an emphasis on time-space complexity and problem-solving.
Get In Touch
Have a project in mind or want to chat? Feel free to reach out using the form below or through my contact information.
Contact Information
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