M Vaishnavi
@mvaishnavi
Aspiring machine learning engineer building predictive models and mobile apps with Python and Git.
IndiaWhat I'm looking for
I’m a Computer Science undergraduate focused on Machine Learning and Python-based predictive modeling. I enjoy turning data into practical, measurable outcomes and iterating until models perform reliably.
In my Vehicle Count Prediction project, I built and evaluated multiple models (Random Forest, LSTM, XGBoost, SVR) on a traffic sensor dataset. By applying feature preprocessing and model tuning, I achieved the highest accuracy of 91.4% with Random Forest and compared performance metrics across algorithms to find the best fit.
I also develop mobile applications, like my Sign Language Recognition app that converts hand gestures into text and speech. I bring a problem-solving, data-driven mindset and care about building user-friendly experiences with clean UI/UX flow and accessibility in mind.
Experience
Work history, roles, and key accomplishments
Fresher
Not Applicable
Entry-level candidate with no prior work experience.
Education
Degrees, certifications, and relevant coursework
Sri Chaitanya Junior College
Intermediate
2020 - 2022
Grade: 68%
Completed Intermediate at Sri Chaitanya Junior College from 06/2020 to 04/2022.
Camford English Medium High School
Secondary School Certificate (SSC)
2019 - 2020
Grade: 88%
Completed SSC at Camford English Medium High School from 06/2019 to 05/2020.
Saveetha School of Engineering
Bachelor of Engineering (B.E.), Computer Science and Engineering
2022 -
Pursuing a B.E. in Computer Science and Engineering at Saveetha School of Engineering since 06/2022.
Availability
Location
IndiaAuthorized to work in
Portfolio
github.com/vaishuuuu12Job categories
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