Omkar Shinde

Hi there! I'm Omkar,

A technology enthusiast with a passion for making a difference in the world of technology and data science. My journey in this exciting field began with a strong interest in security. However, as my career progressed,

I realized that my true passion lay elsewhere. This realization led me to pursue a B.Sc. in IT, where I discovered my calling for software development.

InfoSec ➩ SoftDev ➩ AI/ML

Immersing myself in software development, I spent two years refining my skills and exploring emerging technologies. However, my thirst for knowledge and growth didn't stop there. I was drawn to the intriguing realm of AI, where the possibilities seemed endless. To deepen my understanding, I pursued a Masters in IT with a specialization in AI, broadening my expertise in this fascinating field.

Now, as I seek a company that echoes my enthusiasm for technology and data science, I bring a robust background in software development coupled with a profound grasp of AI. I am eager to contribute my skills and insights to a forward-thinking and innovative organization, making a significant impact together.

EXPERIENCE

DATA SCIENTIST

CloudEthiX | Feb 2023 - Present

Optimization of the
AI-Surge Platform

I have worked on a cutting-edge project called "AI-Surge". It's a Low Code Multi-Persona Platform that enables users to perform Data Preparation and Exploratory Data Analysis in minutes with the Integration of Machine Learning models.
Independently developed a crucial API, making a substantial contribution to the project's success.
Streamlined and optimized the project, resulting in remarkable performance gains of at least 10x faster compared to its previous state.
Orchestrated the transition from LIVY to Python (Pandas), further enhancing the project's efficiency and effectiveness.
Tech Stack : Python (Pandas), LIVY, Apache Spark, PySpark, AWS (S3), Big Data (DataLake, MongoDB)

Age-Based Audio Categorization Using Deep Learning

Been involved in processing audio data and training a CNN model for audio classification.
Utilized methods like Spectrograms and MFCC's for feature extraction.
Main focus was on building a model that accurately classifies audio into age categories such as 0–15, 15–20, 20–25, ... etc., through extensive training and evaluation.
Tech Stack : Python (Pandas, Numpy, Librosa), Deep Learning, Computer Vision

SOFTWARE DEVELOPER

The SIA College Of Higher Education | Feb 2019 - Feb 2023

Created

Question Bank :-I designed "Question Bank," an innovative web application enabling teachers to swiftly generate question papers with ease.
E-Sanchalan :- I spearheaded the development of "E-Sanchalan", a comprehensive portal/web application utilized by the back office for efficient student admission details management.

Managed

As a key component of my role, I held the responsibility of overseeing the maintenance and management of the institution's official website. This encompassed the proficient handling of content updates and removals, ensuring the site remained up-to-date and relevant.

The specific website links under my purview were as follows:
The SIA College Of Higher Education
The SIA College of Health Science