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ML Engineer with 1+ years in Machine Learning & Computer Vision
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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
AI/ML Engineer with 1.5 years of experience in Python, Machine Learning, Data Preprocessing, Feature Engineering, TensorFlow, and Computer Vision. Experienced in developing predictive models, optimizing machine learning pipelines, and building data-driven solutions. Strong knowledge of SQL, DSA, and model evaluation techniques, with a focus on creating scalable and impactful AI applications.
Institute of Engineering & Technology, (D.A.V.V.) Indore
B.E · Electronics and Telecommunication
August 1, 2020 – June 30, 2024
ABN Desgin Pvt. Ltd
AI/ML Engineer
September 1, 2024 – Present
India
Cropper Technology Pvt. Ltd.
AI/ML Intern
January 1, 2024 – August 1, 2024
India
Vehicle Tracking and Counting System
September 1, 2024 – June 30, 2026
Developed a real-time vehicle monitoring system using YOLOv8 and OpenCV for automatic vehicle detection, tracking, and classification. Implemented multi-object tracking with unique ID assignment to prevent double-counting and maintain accurate vehicle statistics. Detected and classified multiple vehicle categories, including cars, trucks, buses, and motorcycles with high precision. Built a visualization system displaying real-time vehicle trajectories, counts, and detection confidence scores through annotated video output. Improved tracking reliability using confidence thresholds and minimum frame detection criteria to ensure accurate counting under varying traffic conditions. Optimized model performance for real-time processing and enhanced monitoring accuracy in complex traffic environments.
Company Website Development Management
September 1, 2024 – June 30, 2026
Designed and managed the official company website using the Wix platform. Developed responsive layouts and optimized website structure for improved user experience. Maintained project portfolios, service pages, and business content. Applied SEO and website optimization techniques to increase online visibility. Supported digital marketing initiatives through website updates and lead-generation features.
self learning model
January 1, 2024 – August 1, 2024
Processed and annotated a dataset of 100–120 images for object detection. Developed a tag detection model to localize tags and generate object metadata. Created bounding boxes and trained an object detection model for accurate localization and classification. Applied data augmentation techniques to improve model performance and robustness.
View ProjectCertification in German Language A1
School of Languages (D.A.V.V.)
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's project experience, particularly the 'Vehicle Tracking and Counting System' and the 'self learning model', aligns well with an ML Engineer role, demonstrating a practical, problem-solving approach. The inclusion of 'Company Website Development Management' shows a breadth of skills beyond core ML, indicating adaptability and a willingness to engage in diverse tasks. The listed skills like 'Project planning', 'Decision Making', and 'Critical thinking' suggest a proactive and analytical mindset. The education in Electronics and Telecommunication provides a strong technical foundation. Overall, the candidate appears to be a good cultural fit for a role requiring hands-on ML development and cross-functional collaboration.
Soft Skills & Operational Fit
The candidate's resume highlights collaboration with cross-functional teams, project planning, decision-making, critical thinking, and problem-solving, which are positive indicators for operational fit. The experience in managing a company website also suggests organizational and communication skills. However, without specific psychometric test results, a deeper assessment of work attitude, stress handling, and team collaboration cannot be made.