ABHISHEK MUDIGONDA
Entry-level AI/ML Engineer • m*****************@gmail.com • +91*******588 • drivetube.ai/•••••
Professional Summary
AI/ML Engineer with 0 years of experience applying machine learning, data analysis, and model-building from academic projects and hands-on CAD training. B.Tech in Artificial Intelligence & Data Science (2021–2025) with a major project on customer segmentation using clustering and classification. Skilled in Python-based data workflows, Scikit-learn, MySQL, AutoCAD, SolidWorks, and cloud fundamentals. Seeking an entry-level position to contribute to model development, data pipelines, and applied analytics.
Technical Skills
Programming Languages: Python,Java
Web Technologies: HTML,CSS
Frameworks and Libraries: Pandas,NumPy,Scikit-learn,Matplotlib,Seaborn
Databases: SQL,MySQL,SQL queries
Cloud and DevOps: Cloud computing fundamentals,Jupyter Notebook
Data and Analytics: K-Means clustering,Classification,Regression,Model evaluation,Exploratory data analysis,Feature engineering
Tools and Methodologies: Git
CAD & Mechanical Design: AutoCAD,SolidWorks,3D modeling,Technical drawing
Software Development Practices: SDLC,STLC,Debugging
Work Experience
Uppal Industries
CAD Trainee
Six-month practical CAD training focused on mechanical design, drafting, and 3D modeling using AutoCAD and SolidWorks for prototype development.
Tech Stack: AutoCAD, SolidWorks, 3D modeling, Technical drawing
- Completed hands-on training using AutoCAD and SolidWorks to create detailed 3D models and 2D fabrication drawings for mechanical components and assemblies.
- Converted conceptual sketches into parametric 3D parts and assembly files, applying design-for-manufacturability principles and basic GD&T concepts.
- Prepared production-ready technical drawings including section views, tolerances, and BOM annotations used for prototyping and fabrication.
- Iterated designs based on workshop feedback, supporting prototype builds and aligning component interfaces to reduce assembly issues during testing.
- Established consistent CAD file naming, layer standards, and revision control to streamline handoffs between design and shop-floor teams.
- Documented assembly sequences and component specifications to support prototype assembly, inspection, and troubleshooting.
Projects
Customer Segmentation — B.Tech Major Project
Tools Used: Python, Pandas, NumPy, Scikit-learn, K-Means, Data visualization, MySQL
- Performed end-to-end data preparation and exploratory analysis on customer transaction and behavior data to extract actionable features.
- Applied unsupervised learning (K-Means) to segment customers by purchasing habits, and evaluated clusters using silhouette scores and domain heuristics.
- Built and compared supervised models to profile segments for targeted marketing; presented segment definitions and recommended business actions.
- Visualized segment characteristics and key metrics to enable stakeholders to prioritize marketing campaigns and personalization strategies.
3D Portable Printing Machine Using Ceramic — Diploma Project
Tools Used: SolidWorks, AutoCAD, 3D modeling, Mechanical design, Prototyping
- Designed mechanical structure and components for a portable ceramic 3D printing machine using SolidWorks and AutoCAD.
- Developed assembly models and part drawings with tolerances to support manufacturing of prototype components.
- Evaluated material selection and structural considerations for portability and print stability; produced assembly documentation used during prototyping.
Education
Malla Reddy College of Engineering and Technology
Bachelor of Technology (Artificial Intelligence and Data Science) • 2021 – 2025
Mahaveer Institute of Science and Technology
Diploma in Mechanical Engineering • 2018 – 2021
Puny Paul's High School, Kachiguda
Secondary School Certificate • 2017 – 2018
Certifications
NPTEL Certification in Cloud Computing — NPTEL
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