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Akshit Abhay Keoliya

Master's in Computer Science, Artificial Intelligence at USC.

Applying Machine Learning expertise to real-world problems and helping organizations improve their operations and decision-making!


My Résumé

My Skills

Strong background in Mathematics and Computer science and continuously developing my Machine Learning skills

Languages Known

Python

Kotlin

JavaScript

C/C++

Java

SQL

Frameworks

TensorFlow

PyTorch

sklearn

Firebase

React

NodeJS

Tools

Jupyter

GCP

Studio

Colab

Anaconda

Git

Portfolio

Applications in Generative AI, Computer Vision and Natural Language Processing.
With sprinkle of Mobile and Web Applications.

Semantic Search Engine

Multi-Camera Surveillance System

H&M Fashion Recommendation System

Little-Go Agent

Stock Trade Simulation App

EMNIST Character Classifier

View all my projects and their code here

Academic background

Summary of my Masters Degree and Bachelors Degree coursework.

Masters in Computer Science

University of Southern California, Los Angeles, US

Machine Learning for Data Science

Practical applications of machine learning techniques to real-world problems. Uses in data mining and recommendation systems and for building adaptive user interfaces.

Taught by Prof. Mohammad Reza Rajati

Database Systems

Database system architecture, conceptual database models - semantic, object-oriented, logic-based, and relational databases, user and program interfaces, database system implementation, integrity, security, concurrency and recovery. Requires Knowledge of relational databases, SQL, relational algebra and physical database design.

Taught by Prof. Sathyanaraya Raghavachary

Applied Natural Language Processing

Introduction to key components of human language technologies, including information extraction, sentiment analysis, question answering, machine translation.

Taught by Prof. Ron Artstein and Prof. Mohammad Rostami

Machine Learning

Statistical methods for building intelligent and adaptive systems that improve performance from experiences. Focus on theoretical understanding of these methods and their computational implications. Requires Undergraduate level training or coursework in linear algebra, multivariate calculus, basic probability and statistics

Taught by Prof. Yan Liu

Web Technologies

Advanced study of programming languages with application to the Web. Languages for client-side and server-side processing. Examples taken from: HTML, Java, JavaScript, Perl, XML and others

Taught by Prof. Marco Papa

Foundations of Artificial Intelligence

Foundations of symbolic intelligent systems, search, logic, knowledge representation, planning, learning.

Taught by Prof. Wei-Min Shen

Analysis of Algorithms

Explores fundamental techniques such as recursion, Fourier transform ordering, dynamic programming for efficient algorithm construction. Examples include arithmetic, algebraic, graph, pattern matching, sorting, searching algorithms.

Taught by Prof. Shahriar Shamsian

Bachelors in Computer Engineering

MES College of Engineering, Pune, India

Final Year Engineering

Semester 7 and 8

Artificial Intelligence and Robotics

Machine Learning

Data Analytics

Human Computer Interface

Data Mining and Warehousing

Soft Computing and Optimization

High Performance Computing

Information and Cyber Security

Software Testing and QA

Final Year Project

Third Year Engineering

Semester 5 and 6

Theory of Computation

Design and Analysis of Algorithms

Database Management Systems

System Prog. and Operating Systems

Software Engg. and Project Mgmt.

Embedded Systems and IOT

Info. Systems and Engg Economics

Software Modelling and Design

Computer Networks

Web Technology

Second Year Engineering

Semester 3 and 4

Discrete Mathematics

Engineering Mathematics III

Data Structures and Algorithms

Advanced Data Structures

Object Oriented Programming

Principles of Prog. Languages

Digital Electronics and Logic Design

Computer Graphics

Comp. Organization and Arch.

Microprocessor

First Year Engineering

Semester 1 and 2

Engineering Mathematics I

Engineering Mathematics II

Engineering Physics

Engineering Chemistry

Fundamentals of Prog. Lang. I

Fundamentals of Prog. Lang. II

Basic Electronics Engg.

Basic Electrical Engg.

Basic Civil and Environment Engg

Basic Mechanical Engg

Engineering Graphics I

Engineering Graphics II

Workshop Practices

Physical Education

Certifications and Achievements

Recognition in the field of Generative AI, Machine Learning, Data Science and more.

Certifications

These are some of my most recent certifications!

TensorFlow Developer Specialization

DeepLearning.AI

Machine Learning Path

Google Cloud

Achievements

Collection of my Achievements and Recognitions!

ML Expert Track Winner

DevFest India

Implemented an end to end predictive model pipeline using colab then will learn to use DevOps for ML and conclude it with an image classification case study to classify tumors in health reports using TensorFlow.

Android Expert Track Winner

DevFest India

Built a clone of BookMyShow App using UI basics, loading dynamic content from the server and how to make the app available run offline

View all certifications and achievements

Co-curricular Activities

Involvement in Student Clubs, hobbies and other personal info

Student Mentor

Google Developer Student Clubs
MES College of Engineering

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Taught students concepts of Deep Learning and implementation of Neural Networks in TensorFlow.

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Directed students for building mobile applications in Android using Android Studio.

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Conducted intercollege technical event for Google Cloud workshop and directed students in Machine Learning Track.

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Lead college team for Google's 'Build for India' competition.

Director

Association of Indian Students
University of Southern California

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Organized cultural events such as Diwali, Holi, Garba Night, etc. for over a thousand students in the university.

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Designed posters and other publicity campaign materials for the events above.

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Represented India in the International Day Event organized by the university.

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Performed group dance for the events of Holi and Diwali.

Hobbies

Diverse activities showcasing my personality, work-life balance, and interests.

Reading Science Fiction, Thriller books

Excercising at the Gym

Practicing speaking and writing French

Learning martial arts form Muay Thai

Participating in Group Dances

Calligraphy and making digital art