RAMESHWOR
“Dedicated to engineering intelligent machine learning pipelines and reliable digital products that scale.”
THE NEURAL UNIVERSE
Translating theoretical mathematical models and machine learning architectures into production-ready web platforms and intelligent computer vision applications.
Driven by Innovation & Real-World ML
I am a Computer Science engineering undergraduate specializing in Artificial Intelligence and Machine Learning at Chandigarh University.
My expertise spans supervised learning, computer vision (OpenCV / MediaPipe), predictive analytics, and building modern full-stack web platforms. I thrive on translating theoretical mathematical models into accessible, reliable software solutions.
WORK & EXPERIENCE
Virtual corporate consulting internships, machine learning pipelines, and production full-stack engineering.
Data Science Virtual Experience Program
Engineered end-to-end data analytics and predictive machine learning models for commercial SME client retention and churn prevention.
- ▹ Conducted rigorous Exploratory Data Analysis (EDA) on commercial datasets to isolate behavior patterns and churn risk drivers.
- ▹ Engineered high-impact feature vectors from historical price sensitivity metrics and power consumption records.
- ▹ Built and tuned Random Forest classification model achieving high predictive precision for customer churn detection.
- ▹ Formulated strategic commercial recommendations estimating client retention impact and discount campaign viability.
Data Analytics Virtual Experience Program
Evaluated high-volume supermarket retail transaction datasets, conducted customer segmentation, and performed statistical benchmark testing.
- ▹ Processed millions of point-of-sale retail records to uncover category customer profiles and key brand purchasing metrics.
- ▹ Identified benchmark control stores using Pearson correlation and Euclidean distance algorithms to test trial store changes.
- ▹ Performed hypothesis testing and assessment to measure statistically significant monthly sales and customer transaction uplift.
- ▹ Authored executive analytics report presenting actionable merchandising and category management strategies.
Applied AI & Full-Stack Systems Engineer
Architecting production AI web solutions, computer vision games, and cloud-backed platforms serving real-world users.
- ▹ Architected PadhaiHub (Exam Mind AI): intelligent exam prep web application with instant question generation and Firebase auth.
- ▹ Developed NexShop: production Nepal e-commerce platform with eSewa and Khalti digital payment integration and cloud order workflows.
- ▹ Built computer vision gesture game with OpenCV and MediaPipe executing real-time webcam gesture classification at 60 FPS.
- ▹ Maintained active open-source contribution stream with over 250+ GitHub commits across AI, Python, and Next.js repositories.
ACADEMIC EDUCATION
Formal academic training in computer science, artificial intelligence, mathematical optimization, and engineering sciences.
Bachelor of Engineering in Computer Science (AI/ML)
Comprehensive undergraduate engineering program with specialized focus on Artificial Intelligence and Machine Learning systems, algorithmic optimization, and deep learning architectures.
Higher Secondary Education (+2 Science)
Pre-university STEM program specializing in the physical sciences and computational fundamentals, establishing high analytical and mathematical proficiency.
Secondary Education Examination (SEE)
Foundational schooling with academic honors across mathematical problem solving, natural sciences, and computer literacy competitions.
THE HOLO THEATER
Curated collection of live web applications, AI exam assistants, computer vision games, and machine learning models.
PadhaiHub (Exam Mind AI)
AI-powered exam preparation platform with interactive study assistants, question generation tools, and user authentication. Built with Firebase and Groq API integration.
NexShop
Production-ready Nepal-focused e-commerce platform with Firebase-backed shopping, admin management, and eSewa and Khalti payment integrations.
AI Resume Builder
Productivity web tool helping users compose and format professional resumes with AI-assisted bullet point generation and instant layout formatting.
AI Gesture Control Game
Interactive AI-based game controlled using hand gestures through webcam detection. Built with real-time gesture recognition and computer vision integration.
Parth AI Voice Assistant
AI voice assistant powered by Groq API capable of responding to voice commands and generating intelligent conversational responses in real time.
House Price Prediction
Supervised machine learning regression model analyzing real estate feature vectors with data cleaning, outlier handling, and cross-validated metrics.
Heart Disease Prediction
Medical classification model evaluating clinical patient data to predict cardiovascular condition risks using logistic regression and precision/recall evaluation.
START A CONVERSATION
Open to exciting opportunities in Machine Learning engineering, AI research, full-stack development, and innovative collaborative projects.
I am currently open to exciting opportunities in Machine Learning engineering, AI research, full-stack development, and innovative collaborative projects.