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yash_donga025

Yash Donga

@yash_donga025

Machine Learning Intern

Inde
Anglais
Certaines informations sont présentées en anglais.
À propos de moi
Hi, I’m Yash — an AI/ML and web developer who builds smart, practical solutions. I work with Machine Learning, Deep Learning, and Computer Vision, and develop web apps using React and Flask. I’ve built projects like profit prediction systems, CNN image classifiers, sentiment analysis dashboards, and cyber threat detection tools. I focus on clean, efficient work, clear communication, and on-time delivery. Let’s turn your idea into reality... Plus d’infos

Compétences

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yash_donga025
Yash Donga
hors ligne • 
Temps de réponse moyen de 1 heure

Voir mes services

Machine learning
I will develop advanced machine learning and data science solutions
De90 $US / projetPlus de détails
Conseil en science des données
I will build and deploy a machine learning model with flask api
De50 $US / projetPlus de détails

Portfolio

Expérience professionnelle

ML_Bench

ML

ML Bench • Temps partiel

Mar 2026 - Aug 2026 • 5 mos

Performed multi-level exploratory data analysis on a dataset of 9,000+ restaurant records, uncovering key business insights through descriptive statistics, geospatial analysis, and trend visualization. Engineered new features and conducted correlation analysis to identify high-impact predictors for model training. Trained and evaluated Linear Regression, Decision Tree, and Random Forest models for rating prediction — the Random Forest model achieved an R² of 0.986, outperforming the baseline by over 40%. Built interactive visualizations including geospatial maps, correlation heatmaps, and distribution plots using Matplotlib, Seaborn, and Folium to communicate findings clearly to stakeholders.