Summary
Overview
Work History
Education
Skills
Projects
Websites
Accomplishments
Timeline
Generic

Mani Sai Lakshmi Karasani

Dekalb,IL

Summary

Seeking internships to apply diverse skills and knowledge gained through in Research, Master's in Computer Science and a Bachelor's in Computer Science. I aim to contribute effectively to projects at the intersection of technology and engineering, fostering innovation and optimizing operations. Passionate towards research, programming, problem solving and building solutions to business problems.

Overview

3
3
years of professional experience

Work History

Graduate Research Assistant

Northern Illinois University
02.2024 - Current
  • Working on various machine learning and deep learning models to produce the project with more accurate results and moving forward in completing the project with more accurate results and moving forward in completing the project with high standards in research domain.
  • Utilizing advanced statistical software to analyze large datasets, uncovering key insights for informed decision making.
  • Using advanced statistical approaches and software tools to analyze data and test hypotheses.
  • Preparing summaries of research data for use in high-level meetings and presentations.

Undergraduate Student Research Assistant

Vasireddy Venkatadri Institute Of Technology
12.2022 - 04.2023

undertook a comprehensive research project focusing on enhancing abnormal activity detection in offline surveillance footage. The culmination of this effort resulted in a published research paper in the esteemed International Journal for Innovative Engineering and Management Research (Volume-12).I developed this using machine and deep learning algorithms [>95%] accuracy which increased my experience in challenging technologies. Published research paper in a reputable international journal, underscoring the significance and quality of my research.

AI-ML Intern

AICTE - Eduskills supported by AWS academy
03.2022 - 05.2022
  • worked with deep learning frameworks and models, GPU acceleration, model optimization, real-time streaming data, distributed computing, and deployment
  • Developed, validated, and implemented machine learning algorithms that evaluated to 90% efficiency. CNN, Resnet50, Vgg16, yolo…
  • Collaborated with the software team to execute effective strategies to attract a large number of clients, increase engagement and expand the current customer base[95%] through artificial intelligence and big data analytics.

Data Science and Business Analytics Intern

Sparks Foundation
01.2021 - 03.2021
  • Dive in and worked with data science team to develop new data-centric products involving new and innovative algorithms. Participated in development of analytical models using machine learning.
  • Experience with one or more commercial grade Data science tools(R,SQL, MatLab, sci-kit learn)
  • Provide trouble shooting and issue resolution support. Create and manage models and reports to track business performance. Classify data, creating transaction data groups that are meaningful for the client, drove ROI by [90%] through the effective implementation of data solutions.

Human Resource Intern

DigiGrowHub
10.2020 - 12.2020
  • As a computer science student I successfully completed HR internship by achieving appreciation of my work, which proves my adaptable nature and by exploring skills in different fields.
  • Organization development, Resourcing and talent planning, Employee engagement, leadership abilities, Decision-making skills are the skills i learned in the internship. I managed approximately 30 members in my team of 2 different domains.
  • On the other hand, during the internship period I helped employees in developing projects because I possess computer skills.

Education

Master of Science - Computer Science

Northern Illinois University
DeKalb, IL
08.2028

Skills

  • Unix and shell Programming, Adaptable nature
  • Computer Networks, Cloud Computing
  • Python, C, C, Java
  • Front-end, Back-end
  • React Js, AWS Cloud, CISSP
  • Data Structures, Compiler Design
  • Design And Analysis Of Algorithms
  • Data Base Management Systems
  • Artificial Intelligence, Software Testing and Quality Assurance
  • Machine Learning, Deep Learning
  • Problem solving, Communication skills
  • Strong technical and Leadership skills

Projects

SELFIE CAPTURING BY DETECTING SMILE, We can auto capture selfie by detecting smile. In addition to that feature we add photo capture, browsing option, filters, video option, watermark on image features in this project to make the interface user-friendly. The main idea is to develop and interface similar to the mobile camera in laptop., Python Programming Language (OpenCV library), Atom (IDE) 

SMART HIRING WEB APPLICATION(ReactJS), It is a job hiring portal developed using ReactJS, where we can build our profile and apply to various job roles., ReactJS, VS CODE(editor) 

REAL AND FAKE FACE DETECTION, The model enables us to detect whether the given input image of a person is a real face or a fake face. The model is trained by more than 10,000 dataset images., Convolutional Neural Network(CNN is a network architecture for deep learning) [99%] accuracy.

ANALYSIS OF ABNORMAL ACTIVITY DETECTION IN OFFLINE SURVEILLANCE FOOTAGE, We are using three separate models in the method to identify the videos of anomaly. The models are convolutional neural networks (CNN), architecture VGG16 and ResNet50. In this project, we use videos of real-time anomalies to train the pattern. So that we can able to evaluate each model's performance independently and use the model to predict anomalies with the highest degree of accuracy. VGG16[98%] model is chosen from the three models for the prediction based on its performance in training and testing., 2D-convolutional neural networks (CNN)[99%], deep architectures of convolutional neural networks VGG16 and ResNet50.

Accomplishments

  • AWS Academy Graduate - AWS Academy Cloud Foundations, AWS academy
  • AWS Academy Graduate - AWS Academy Machine Learning Foundations, AWS academy
  • TCS-iON Career Edge - Young Professional, Tata Consultancy Services
  • TCS iON - Introduction to Soft Skills, Tata Consultancy Services
  • Mobile Ethical Hacking, Udemy
  • Introduction to Electronics, Georgia Institute of Technology
  • Python Program, Coursera
  • Cloud Computing, IBM
  • AI for Everyone, Coursera
  • Python Functions, Files, and Dictionaries, University of Michigan
  • C for Everyone: Programming Fundamentals, University of California, Santa Cruz
  • Usable Security, University of Maryland
  • Participated in National Level Online Bootcamp of Career Building With Python by Codegnan IT Solutions
  • Attended Workshop on Building Websites Using Google Sites by TECHOX
  • Active participation in the two days Student Empowerment Training by We Are with You Charitable Trust
  • Won one Academic Merit Ranking Certificates in my bachelor's degree
  • Volunteered as NSS organizer
  • Participation of delegate in Alexis International Model United Nations 2.0(IMUN)

Timeline

Graduate Research Assistant

Northern Illinois University
02.2024 - Current

Undergraduate Student Research Assistant

Vasireddy Venkatadri Institute Of Technology
12.2022 - 04.2023

AI-ML Intern

AICTE - Eduskills supported by AWS academy
03.2022 - 05.2022

Data Science and Business Analytics Intern

Sparks Foundation
01.2021 - 03.2021

Human Resource Intern

DigiGrowHub
10.2020 - 12.2020

Master of Science - Computer Science

Northern Illinois University
Mani Sai Lakshmi Karasani