01
4 classes
Camera Frame Corruption Classifier
A CNN-based vision system that classifies green frames, black frames, and visual artifacts across four classes.
TensorFlowKerasOpenCV
AVAILABLE FOR DATA & ML ROLES
Turning messy data into clear decisions.
I'm Rupesh, a data-focused engineer building practical machine learning systems, computer vision pipelines, and dashboards that make complex signals useful.
ML / CV
ACCURACY94.2%
PIPELINELIVE
01SCROLL TO EXPLORE
3.2+
Years engineering
data systems
60%
Less manual
validation effort
100+
Validation scenarios
automated
50%
Faster result
interpretation
SELECTED WORK / 2023—26
Projects with a point of view.
From pixel-level anomalies to clinical risk signals, I build systems that move from exploration to action.
02
5 models
Medical Insurance Cost Prediction
A regression pipeline benchmarking five algorithms to predict individual insurance charges from lifestyle data.
Scikit-learnXGBoostPandas
03
Binary risk
Heart Disease Prediction
A binary classification workflow comparing tree-based and linear models for clinical risk prediction.
PythonEDAClassification
01 / THE APPROACH
Curious by default.
Precise by design.
I work at the intersection of software engineering, data analysis, and applied machine learning. My strongest work starts with a noisy operational problem and ends with a dependable, measurable system.
Currently extending production experience in computer-vision validation into classification, deep learning, and data science. Always learning, always testing assumptions.
Python · SQL · Machine LearningComputer Vision · Data VisualizationTensorFlow · OpenCV · Scikit-learn
02 / EXPERIENCE
Building the signal.
01
Apr 2023 — Jun 2026
Project Engineer
e-con Systems India Pvt Ltd
Built camera test automation, anomaly detection dashboards, and real-time image-quality validation pipelines across 100+ scenarios.
02
Jan 2023 — Mar 2023
Web Developer Intern
Evoque LLC
Developed responsive Wix pages and React components with HTML, CSS, and JavaScript.
03
Nov 2018 — Aug 2022
Senior Associate
Newage Software and Solutions
Used operational data for root-cause analysis, SLA reporting, and logistics process improvement.
EDUCATION
MCA · BCA
Dr. M.G.R Educational and Research Institute
Dwaraka Doss Goverdhan Doss Vaishnav College
CERTIFICATIONS / COURSES
Data Science with Generative AIScikit-Learn for MLAdvanced PythonStatistics FoundationSQLOpenCV using Python
03 / CONTACT
Have a problem worth
solving?
Whether you're hiring, collaborating, or just want to compare notes on machine learning — I'd like to hear from you.