chappidi manoj kumar

chappidi manoj kumar

B.Tech (ECE) graduate
India
Telugu, English
Internship Remote

About Me

B.Tech (Electronics & Communication Engineering) graduate with expertise in Python, SQL, Excel, Power BI, Machine Learning, Data Analysis, Data Visualization, Predictive Modeling, Data Cleaning, and Statistical Analysis.…

Experience

Python Intern

Elewayte · Remote
Apr 2025 - Jun 2025 · 2 months

<p>Built, trained, and evaluated ML models using Scikit-learn for classification tasks.</p><p> Worked with team to implement data analysis pipelines and generate actionable insights.</p>

PROJECTS

YOLO and BiLSTM Fusion for Smart Motorcycle Ignition

Data point · https://github.com/cmanojkumar13-beep//
Duration : 26-Nov-2025 - 12-Apr-2026

<p> Developed end-to-end helmet detection system using Deep Learning to automatically control motorcycle ignition, enabling real-time decision-making and traffic safety automations.– Implemented real-time helmet detection using YOLO and BiLSTM for video-based temporal verification.– Designed continuous verification system to reduce false positives and improve detection accuracy.– Deployed deep learning model on Raspberry Pi for real-time edge AI processing.</p>

Skills

Python SQL Data Cleaning Data Visualization Descriptive Statistics Statistical Analysis Business Analytics Dashboard Development Reporting & Insights Generation Machine Learning Deep Learning Predictive Modeling Feature Engineering Model Evaluation Supervised Learning Unsupervised Learning Time Series Analysis Natural Language Processing (NLP) Artificial Intelligence (AI) Generative AI Large Language Models (LLMs) AI Agents Multi-Agent Systems Linear Regression Logistic Regression Decision Trees Random Forest Support Vector Machine (SVM) K-Nearest Neighbors (KNN) Naive Bayes K-Means Clustering Gradient Boosting XGBoost Pandas NumPy Matplotlib Seaborn Scikit-learn Power BI Tableau Jupyter Notebook Git GitHub Colab
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