ML Engineer with less than a year in Computer Vision & Data Analytics
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Detail-oriented Computer Science graduate and aspiring Data Analyst with hands-on experience in Python, SQL, Power BI, Tableau, and Machine Learning. Strong foundation in data cleaning, data analysis, data visualization, and dashboard development. Experienced in building interactive BI dashboards, performing exploratory data analysis, and applying statistical and ML techniques to extract actionable insights.
Sathyabama Science and Technology University
B.Tech · Computer Science and Engineering
August 1, 2021 – June 1, 2025
Magnum Wings Company
ML Developer Intern
March 1, 2026 – June 1, 2026
India
YOLO-Based Object Detection and Tracking System
June 1, 2026 – June 1, 2026
• Built a real-time multi-object detection and tracking system using YOLOv8, achieving reliable frame-by-frame detection across complex scenes. • Integrated DeepSORT with Kalman Filter to maintain unique object IDs across frames, significantly reducing identity switches in crowded environments. • Optimized the inference pipeline to sustain real-time performance at 25+ FPS on standard hardware without GPU acceleration.
HR Analytics & Hospital Dashboard
June 1, 2026 – June 1, 2026
• Built interactive dashboards using Microsoft Power BI and Tableau to analyze employee attrition, hiring trends, performance metrics, patient distribution, and admission trends. • Used Power Query, DAX measures, KPI cards, filters, slicers, and calculated fields to create dynamic visualizations and deliver actionable insights for decision-making and operational monitoring.
Automated Healthcare Prediction System
June 1, 2026 – June 1, 2026
• Developed a machine learning based healthcare prediction system using SVM and KNN for early disease detection. • Performed data cleaning, preprocessing, and feature engineering using Pandas and NumPy. • Conducted data visualization using Matplotlib and Seaborn to identify symptom-disease relationships.
Data Analytics
FITA Academy
June 1, 2026 – Present
Responsive Web Design
freeCodeCamp
June 1, 2026 – Present
Star Cloud Computing
Advantage Pro
June 1, 2026 – Present
Cultural Fit Analysis
The candidate shows a strong interest in Machine Learning and Data Analytics, aligning well with an ML Engineer role. The diversity of projects, from real-time object detection to healthcare prediction and HR analytics, indicates a broad curiosity and adaptability. However, the experience is primarily academic and internship-based, which might require mentorship in a fast-paced industry setting.
Soft Skills & Operational Fit
The candidate demonstrates an ability to work in an agile team environment and optimize deployment workflows, indicating good collaboration and operational awareness. The project descriptions suggest a detail-oriented approach to problem-solving and a focus on delivering actionable insights.