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Machine Learning Engineer with less than a year in chronic disease detection systems.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Highly motivated Computer Science Engineering student specializing in Machine Learning and Web Application development. Possesses a strong foundation in Python, core CS concepts, and hands-on experience in data preprocessing, model training, and deployment. Proven ability to collaborate in team-based projects and a keen interest in leveraging data for preventive health monitoring. Eager to apply acquired skills in a challenging and innovative environment.
Oriental Institute of Science and Technology
B.Tech CSE · Computer Science Engineering
August 1, 2022 – June 30, 2026
MCS Public School (MP Board)
Class XII
June 1, 2021 – May 31, 2022
MCS Public School (MP Board)
Class X
June 1, 2019 – May 31, 2020
Chronic Disease Detection System
January 1, 2025 – June 1, 2026
Developed and trained ML models to predict chronic diseases using patient health data. Performed data preprocessing, cleaning, and feature selection, reducing noise by 35%. Implemented and compared Logistic Regression, Decision Trees and Random Forest, improving accuracy from 72% to 86%. Evaluated models using accuracy, precision, recall, F1-score, and confusion matrix. Applied hyperparameter tuning (GridSearchCV), improving model performance. Collaborated with a 4-member team to integrate the optimized model into a web-based application.
General Health Analysis & Monitoring Application
January 1, 2025 – June 1, 2026
Built a Streamlit-based application to analyze short-term health conditions using user vitals. Collected and validated user inputs such as age, body temperature, and symptoms. Implemented rule-based logic to flag abnormal health indicators. Categorized health status into normal and attention-required states. Focused on preventive health monitoring rather than disease diagnosis.
Python Programming Certification
Cisco Networking Academy
June 1, 2026 – Present
Job Simulation Certificate
Deloitte
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic and personal projects demonstrate initiative and a proactive approach to learning and applying ML concepts. The diversity in project types (academic, personal) and the mention of competitive gaming and coding competitions suggest a driven individual who is likely to adapt well to a challenging and innovative environment. The focus on health-related applications indicates a potential interest in impactful work. However, the lack of professional experience limits the assessment of cultural fit in a corporate setting.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to collaborate in a team setting (Chronic Disease Detection System) and manage personal projects. Participation in extra-curricular activities like organizing events and leading teams suggests leadership potential and organizational skills. However, without specific psychometric or English test scores, a detailed assessment of communication clarity, work attitude, stress handling, and team collaboration cannot be fully provided.