Machine Learning Engineer

DHRUV MAKWANA

EXECUTIVE SUMMARY

A Junior Machine Learning Engineer with hands-on experience in Machine Learning and Deep Learning techniques. A personable, communicative developer with Intermediate skills in Front-end and object-oriented programming languages. A 2020 Computer Science graduate of LJ Institute of Engineering and Technology University interested In Machine Learning and Computer Vision. PROFESSIONAL SKILLS AND INTERESTS

• Data analysis and Feature Engineering

• Python programming

• Integrate Model

• Frameworks like Tensorflow and Keras

• Technical Troubleshooting

• Data Modeling and Evaluation

EDUCATION

Bachelor of Computer Engineering. LJ Institute of Engineering and Technology (Ahmedabad)

• CGPA (till semester 7): 08.90/10.00

• CPI (till semester 7): 08.98/10.00

Higher Secondary School (Science). Nutan Vidya Vihar (Ahmedabad)

• Percentile in Major (3 subjects): 91.66/100

• Overall Percentile: 87.64/100

PROFESSIONAL SKILLS DEMONSTRATED

PILOT TECHNOCAST January 2020 – February 2020

Casting Manufacturer pioneering organization with the latest technical know-how and vast experience in SHELL MOULDED SAND CASTING PROCESSES.

Machine Learning Engineer

Provide Trained Model for Classification between defective and non-defective Casting Product from Images with Convolution Neural Network and Image Processing.

• Preprocessing and Data Augmentation: Preprocess given Images by resizing it, removing noise from Images and Apply Morphology (Smoothing) on Images. Also applied necessary Image Augmentation to not overfit in the future.

• Trained AlexNet from scratch: Trained AlexNet Model on training and testing generators with different parameter tunings to get more than 95% accuracy.

• Fine-Tuned VGG16: Trained VGG16 by fine-tuning ImageNet weights on a given set with hyperparameter tunings to get 98% accuracy with no overfitting.

STUDENT LIFE & VOLUNTEERISM

IIT BOMBAY–Intern: Social Media Marketer as College Ambassador of Techfest, IIT Bombay, and Its International Science and technology festival Started in 1998. My role was Spread awareness about Techfest’s events and competitions. (2019)

LJIET – Volunteer: Volunteerism for University fests, LJ Institute. My role there was to help in organizing fest and guide participants, keep tracking activities. (2018) E: ***********@*****.*** T: +91-990*******

RELEVANT PROJECTS

Casting Product Image Data for Quality Inspection: Worked Collaboratively in the team for Pilot Techno Cast using CNN to make a model which classify between Defective Casting Product and Non-Defective Casting Product by Importing images. (2020)

Campaign-for-Selling-Personal-Loans: Solo Project for making model which can predict which bank customer is more likely to take a Personal Loan using different Machine Learning Algorithms with hyperparameter tuning. (2020)

Stack Overflow tag Prediction: Challenge by Facebook on Kaggle for predicting tags based on content provided in question by users on stack overflow. (2019) License Plate Recognition: Image Processing and OCR challenge of detecting License plate from given car images and extract License Plate number from it. (2019) Farmer’s helper: Working with a team of 3 members for final year College Project, Farmer’s Helper is an AI website which provides various solutions to Farmers about Agriculture problems like detect disease in plants and weed Classification Using Machine Learning and CNN. (2019-2020) Breaking Captchas With CNN: Deep Learning and Image processing Challenge of Detecting digits presented in captcha Image and Extract those digits. (2019)

OTHER RELEVANT INFORMATION

Additional Languages: Hindi (Bilingual Proficiency), Gujarati (Bilingual Proficiency) Certificates:

• Statistical Learning from Stanford University (Credentials)

• Deep Learning Specialization from deeplearning.ai (Credentials)

• TensorFlow in Practice Specialization from deeplearning.ai (Credentials) Awards: MYSY Scholarship—Mukhyamantri Yuva Swavalamban Yojana Scholarship (2016-2020)

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