Syamily Anilkumar

Data Scientist with 4+ years of experience in data analysis and machine learning. Skilled in data pre-processing, feature engineering, and model evaluation. Seeking a Data Scientist/Machine Learning Engineer position to leverage my expertise in a data-driven organization.

• Microsoft Excel from A-Z: Beginner to Expert Course, Udemy
• Machine Learning SkillUP
• Complete Machine Learning and Data Science Bootcamp 2021, Udemy
• The Data Science Course 2021: Complete Data Science Bootcamp, Udemy

• Algorithm for underwater image enhancement, object detection and cable tracking

An underwater imaging project sponsored by Naval  Research Board (NRB) for enhancing underwater images for  improving the visual perception quality of the image, detecting  underwater objects and tracking underwater cables using image processing and machine learning techniques.

• Audio-Based Emotion Recognition System

Implemented a machine learning pipeline for audio emotion recognition, utilizing Mel-Frequency Cepstral Coefficients (MFCCs) and ensemble models to extract relevant features and classify emotions.

• HRMS Enhancement Project: Attrition Prediction and Resume Shortlisting

Developed a machine learning-powered HRMS system incorporating predictive models for employee attrition and automated resume screening. Utilized Machine Learning algorithms and NLP techniques to improve HR processes and reduce manual workload.

• Convolutional Neural Network for Fine-Grained Dog Breed Classification

Developed and implemented a CNN model for fine-grained dog breed classification from images. Optimized the CNN architecture and training process to achieve superior results and got an accuracy of 92%.

• Classification of Speech into Voiced and Unvoiced Components

A simulation project done in MATLAB where speech classification was done based on various features extracted from human speech signals, like short term energy , zero crossing rate (ZCR)  and linear predictive coefficients (LPC).

• Algorithm for Underwater Cable Tracking using CLAHE based Enhancement

IEEE Publication, Proceedings of International  Symposium on Ocean Technology, 2019 (1st author))

• L-CLAHE Intensification Filter (L-CIF) Algorithm for Sub-Aquatic Image Enhancement and Colour Restoration

IEEE Publication, Proceedings of International  Symposium on Ocean Technology, 2019  (Corresponding author)

• Algorithm for Underwater Image Enhancement, Object Detection and Cable Tracking

IET Image Processing Journal (Corresponding author)