Madhuri Kumari

B.Tech CSE student · Aspiring Machine Learning Engineer

Amethi, Uttar Pradesh, India

@madhuri_kumari

0 followers

🎓 B.Tech in Computer Science and Design Engineering at Rajiv Gandhi Institute of Petroleum Technology · Graduating 2029

About

Computer Science and Design Engineering student at RGIPT with experience in machine learning, research, and early-stage product development. Works on data-driven prediction, feature engineering, and software feature implementation across research and startup environments.

Experience

Founding Engineer

Obliq-io

Sep 2026 – Present

Contributed to early-stage product development and technical implementation; developed core software features and translated product requirements into scalable technical solutions.
AI / ML Intern

GD AI Solution

Sep 2026 – Present

Working on AI and machine learning solutions to solve complex data problems and enhance predictive analytics; developing data processing pipelines, model workflows, and evaluating ML architectures for target business applications.
Research Intern / Machine Learning Researcher

RGIPT Research Lab

Aug 2026 – Present

Working on phase change material (PCM)-based materials for thermal management applications; applying machine learning and data-driven methods to experimental and material-property data; conducting literature review, feature engineering, and ML model development for thermal behavior prediction; exploring physics-informed machine learning for efficient and physically consistent thermal prediction.
Research Intern

IOncure AI

Jun 2026 – Present

Conducted literature reviews on rare earth minerals and biomedical applications in cancer diagnosis and treatment; analyzed research involving machine learning, medical imaging, and material characterization and supported scientific documentation.

Skills

3 to 6 months

Machine Learning Feature Engineering

<3 months

C RAG Java LLMs NumPy Keras ARIMA Python Pandas XGBoost Prophet Matplotlib TensorFlow Data Science scikit-learn Deep Learning gradient descent Prompt Engineering Supervised Learning Android development Convolutional Neural Networks Data Structures and Algorithms

Tools / apps / platforms

<3 months

Git VS Code Google Colab Android Studio Jupyter Notebook Microsoft Power BI

Projects

Time Series Forecasting & Business Intelligence Dashboard

Python, ARIMA, Prophet, XGBoost, LSTM, Power BI

End-to-end forecasting pipeline and BI dashboard for financial trends and commodity prices; extracted technical indicators, conducted walk-forward validation, and built dynamic ensembles.
Digit Classification using Deep Learning

TensorFlow, Keras, Matplotlib, Python

CNN-based handwritten digit recognition system trained on MNIST-style datasets, achieving 95–98% classification accuracy.
Health Risk AI

Python, Pandas, NumPy, Scikit-learn

AI platform to predict patient health risk levels based on structured clinical diagnostic indicators; preprocessed medical datasets, executed feature engineering, and achieved 85–92% prediction accuracy.
Women Safety Android Application

Android Studio, Java/Kotlin, Location APIs, Android UI Frameworks

Mobile safety solution for instant emergency response and real-time location sharing in distress; built 5+ UI screens enabling one-tap emergency alerts to 3+ contacts; ranked Top 5 among 400+ participants.

🏆 Achievements & awards

Solved DSA problems across different coding platforms
Ranked Top 5 among 400+ participants in Code For Her Hackathon organized by IEEE WIE RGIPT
Qualified JEE Main · 2025

⚽ Extracurricular activities

Member, Science & Tech Chapter

Member of S&T RGIPT.
Member, Music Club (Singing)

Member of RGIPT music club.
Active Player, Sports Clubs

Active player in RGIPT sports clubs.

🎯 Hobbies & interests

Singing
Sports

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