APARNA KASIRAJAN

Passionate Machine Learning Optimization Engineer with over 8 years of experience in developing optimized vision and AI/CNN kernels for various ML accelerators and DSP processors. Skilled in developing machine learning models for diverse use cases and facilitating model conversions between frameworks. Proven leader and proud team player, dedicated to achieving project objectives with speed and accuracy.

Hybrid Approach to generate Personalized Recommendations using Statistical Classifiers

• Generating personalized diet recommendations based on age, gender, BMI, sleep patterns, etc., using statistical classifiers like Naive Bayes, SVM, Random forest and ensemble learning methods.
• Exploratory Data Analysis, Feature Engineering, Model Training, and Evaluation tasks were performed.

• Awarded the "Innovation Champion Award" for my contributions with Meta project.
• Received the "Team Excellence Award" for my work with Intel project.
• Honored with the "Customer Delight Champion" Award for my achievements with Ceva project.
• Recognized as "Monarch of the Month" multiple times for my outstanding performance on customer projects.
• Achieved first place in SVCE Innovates - Student Research Day 2016 for my project titled "Intelligent Decision System for Dementia Care through Smart Homes."
• Received a "Merit Scholarship" of Rs. 20,000 for achieving first in my department during the 3rd semester.
• Awarded a "Gold Coin" for securing a perfect score in science on the 10th board exam.