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Full Stack Engineer with less than a year in Backend Systems & Machine Learning
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Full Stack Engineer with a strong foundation in Backend Systems and Machine Learning. Possessing 7 months of experience as a Technical Trainee at Zoho Corporation, where I contributed to database optimization, high-concurrency frameworks, and API intelligence pipelines. Proficient in C, C++, Python, Java, and JavaScript, with expertise in PostgreSQL, REST APIs, and various machine learning libraries. Led impactful academic projects including breast cancer risk prediction and published research in number theory. Currently seeking a challenging role to leverage my skills in innovative system development.
SASTRA University
B.E. Computer Science · Computer Science
October 1, 2022 – May 1, 2026
Zoho Corporation
Technical Trainee
December 1, 2025 – Present
Chennai, Tamil Nadu, India
Breast Cancer Risk Prediction using Machine Learning
February 1, 2025 – May 1, 2025
Developed an end-to-end machine learning pipeline for breast cancer risk prediction using merged clinical datasets and structured feature engineering. Applied SULOV-MRMR feature selection to identify predictive biomarkers including BMI, Glucose, Insulin, Leptin, Resistin, Adiponectin and MCP-1. Trained and evaluated 10+ machine learning models including XGBoost, LightGBM, Random Forest, SVM, Logistic Regression and Naive Bayes using 5-fold cross-validation. Achieved 0.89 classification accuracy using a regularized deep neural network with class weighting and early stopping.
Number Theory Research Publication
Crux Mathematicorum
January 1, 2021 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from systems programming to machine learning and academic research in number theory, indicates a broad intellectual curiosity and a drive for continuous learning. Their achievements, such as being the only female candidate selected in the highest salary band at Zoho and receiving special mention for research, suggest a high level of ambition and dedication. These traits align well with a culture that values innovation, excellence, and diverse skill sets. The target role of Full Stack Engineer aligns with their demonstrated backend development and programming skills, though frontend experience is not explicitly detailed.
Soft Skills & Operational Fit
The candidate demonstrates strong problem-solving abilities, evidenced by their work on database performance improvements and complex cache implementations. Their selection for Zoho's campus placement and hackathon achievements suggest a proactive and high-achieving work attitude. The detailed project descriptions indicate good technical communication skills. While direct evidence of stress handling or team collaboration is limited, the nature of their projects implies an ability to manage complex tasks.