Ashwath G K
@ashwathgk
Results-driven data analyst skilled in AI, machine learning, and delivering predictive, production-ready solutions.
What I'm looking for
I am a results-driven data analyst and machine learning engineer with hands-on experience building predictive models and end-to-end AI solutions. I combine strong communication and teamwork skills with analytical thinking to tackle complex problems effectively.
My technical work spans Python-based data preprocessing, feature engineering, and model development using Scikit-learn, Keras, PyTorch and TensorFlow, as well as model evaluation and visualization with Matplotlib and Seaborn. I have applied classical algorithms (Linear Regression, Decision Trees, SVM) and deep learning approaches in real projects.
I developed StrokeSense.AI, a stroke detection platform integrating speech recognition, sensor data, GCP, and Twilio to provide rapid emergency alerts, and built an NLP sentiment detection system using SVM and LSTM with explainability enhancements. I also have frontend development experience creating responsive sites using HTML, CSS, Bootstrap and JavaScript and deploying via GitHub Pages and Netlify.
I hold a BE in Artificial Intelligence and Data Science and a diploma in Mechanical Engineering, have won best major project awards, and contributed as a dedicated NSS volunteer. I am adaptable, deadline-driven, and eager to contribute AI and ML expertise to impactful, data-driven teams.
Experience
Work history, roles, and key accomplishments
Frontend Developer
MG Enterprises
Feb 2025 - May 2025 (3 months)
Built responsive, interactive websites using HTML, CSS, Bootstrap, and JavaScript; implemented user-facing features and deployed sites via GitHub Pages and Netlify to meet project requirements. Improved UI usability and ensured cross-browser compatibility.
Machine Learning Engineer
InternPe Bangalore
Mar 2024 - Apr 2024 (1 month)
Applied regression, decision trees, and SVM for predictive analytics; performed data preprocessing, feature selection, and EDA to improve model performance. Built and evaluated models with Scikit-learn and visualized insights to support data-driven decisions.
Education
Degrees, certifications, and relevant coursework
M S Ramaiah Institute of Technology
Bachelor of Engineering, Artificial Intelligence and Data Science
2022 -
Grade: CGPA: 6.30
Activities and societies: Winner - Best Major Project; M S Ramaiah Institute of Technology Alumni Association; Dedicated NSS Volunteer for three consecutive years
Pursuing Bachelor of Engineering in Artificial Intelligence and Data Science with a reported CGPA of 6.30.
HKES Polytechnic
Diploma in Mechanical Engineering, Mechanical Engineering
2021 -
Grade: 72%
Completed a Diploma in Mechanical Engineering with a reported score of 72%.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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