Hi, I'm Piyush Vats
Data Scientist
Bridging raw data with human experience.
I am a BCA student specializing in Data Science and Machine Learning. My passion lies in constructing end-to-end data pipelines and translating complex models into immersive, highly interactive web applications.
I don't just train models in isolation. I believe that powerful AI systems must be accessible. By combining modern front-end engineering with rigorous backend and statistical analysis, I build digital products that turn chaotic data into clear, actionable stories.
Machine Learning
Designing conversational AI, automated EDA pipelines, and deploying robust predictive models.
Full-Stack Engineering
Architecting scalable web solutions from React/Next.js interfaces down to Python and SQL backends.
Selected Works
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My Journey
A timeline of my academic and professional milestones.
Started BCA & First Portfolio
Began my BCA journey, learned basic HTML/CSS, and built my very first student portfolio.
View ProjectPHP & Web Development
Developed a Ghostfreak website using PHP. Scored an exceptional 99/100 in the theoretical exam, earning an award for academic excellence.
Power BI Workshop
Attended a comprehensive Power BI workshop by DUCAT to strengthen my data visualization skills.
Winter School: MERN Stack
Participated in a Winter School program focused on full-stack web development using the MERN stack.
IKIGAI Labs Summer Training
Completed summer training on Data Science and Machine Learning, building a Mental Diagnosis System as the core deliverable.
Minor Project: Sonar
Developed Sonar, a music recognition application, as my academic minor project.
Major Project: Sentinel
Architected the Sentinel Work Integrity System as my major academic project, focusing on scalable system design.
IEEE Cryptojacking Paper
Published an academic research paper detailing the methodologies and detection mechanisms for cryptojacking.
Portfolio V2
Designed and launched this cinematic V2 portfolio to showcase my journey and technical growth.
Perspectives
Sentinel Update 🚀 - Engineering a Real-Time WebSocket Engine
My final project presentation for Sentinel was literally due today... With the clock ticking down to presentation day, I tore back into the architecture to engineer a full-scale real-time communication engine using WebSockets.
I built software that watches you work. 👁️ Meet SENTINEL
A silent Windows desktop agent monitors keystroke patterns, idle time, clipboard events & app switching. It flags behavioral abnormalities, assigns a recency-weighted risk score, and syncs to the cloud in real time.
🏆 CERTIFICATE OF EXCELLENCE | ACADEMICS
I was awarded a Certificate of Excellence for securing 99/100 in Web Based Programming. This milestone quietly reinforced my interest in building systems that actually work behind the scenes.
Building SONAR: An Audio Fingerprinting System with Python and CUDA
For my minor project, I worked on SONAR 🎧 — an audio fingerprinting system inspired by how apps like Shazam recognize music. Instead of using a black-box API, I built a simplified version myself.
🧠 Just launched a Mental Health Screening Web App!
A simple yet functional app that lets users fill out a mental health survey. Behind the scenes, a trained ML model evaluates the responses and predicts the user's mental wellness state.
The Blueprint
I am a BCA student specializing in Data Science and Machine Learning, with strong hands-on experience in building end-to-end data and AI-driven applications. Proficient in Python, SQL, and statistical analysis, with practical exposure to data preprocessing, model training, evaluation, and deployment.
Driven by the goal of making complex data and machine learning systems accessible to non-technical users, while continuously strengthening core computer science fundamentals.
Technical Arsenal
Languages
Analytical & AI
Web Development
Tools & Platforms
Education
Bachelor of Computer Application
Institute Of Information Technology & Management (GGSIPU)
- Among the top 5% of the batch with a Cumulative GPA of 9.3
- University Subject Topper – Web Based Programming
Senior Secondary (XII)
Sukriti World School, CBSE
- Graduated with an aggregate of 86.0%
- Focused on core science and analytical subjects
Secondary (X)
Jai Mann Public School, CBSE
- Graduated with an aggregate of 86.4%
- Built early foundational logic and mathematics skills
Certifications & Achievements
Winter School on Web Dev with MERN Stack
Jan '25
Power BI Workshop By DUCAT
Feb '25
Mock Stock by QUBIT
Feb '25
Summer Training on Data Science & ML
Jun '25 - Jul '25
Google Analytics Certification
Dec '25
Research & Publications
Academic papers, system design methodologies,
and technical documentation.
Sentinel Work Integrity System
A comprehensive project report detailing the architectural design, methodology, and UML diagrams (ERDs, Sequence, and Class diagrams) for the Sentinel platform.
Detecting Cryptojacking
An academic paper formatted for IEEE submission detailing the methodologies, impact, and detection mechanisms for cryptojacking in modern distributed systems.