Fariha Moomtaheen
Orlando,FL
Summary
Eager, Fast Learner, Problem Solver
To seek and maintain full-time position that offers professional challenges utilizing interpersonal skills, excellent time management and problem-solving skills.
Overview
5
5
years of professional experience
Work History
Graduate Teaching Assistant
University of West Florida
Pensacola, FL
08.2022 - 08.2023
- Taught Elements of Statistics, Analytic Geometry and Calculus I, College Algebra, Precalculus with Trigonometry, Trigonometry college-level courses for over 110 students.
- Checked assignments, proctored tests and provided grades according to university standards.
Graduate Research Assistant
University at Albany SUNY
Albany, NY
08.2021 - 08.2022
- Designed end-to-end Deep Learning pipeline in PyTorch for designing nanomaterial | KDD 2022 Details | Publication
- Planned, modified and executed research techniques, procedures and tests.
Graduate Assistant
University of South Florida
Tampa, FL
08.2018 - 05.2021
- Taught Operating Systems, OOP in Java, Discrete Mathematics, Network Security and Firewall, Penetration Testing for IT
- Performed first hand data collection at USF Security Operation Center (SOC)
- Code profiling, testing, debugging at USF SOC
- Assisted faculty members with data collection for potential academic publications.
- Administered coursework, graded assignments and provided constructive feedback.
- Supervised and mentored undergraduate assistants, aiding research project success.
Software Developer Intern
Beetles Cyber Security Ltd.
Dhaka
03.2018 - 06.2018
- Worked closely with peers to identify issues and provide suitable resolutions.
- Supported development, QA and user experience staff to develop a penetration testing system using ReactJS
Education
Master of Science - Data Science- Analytics And Modeling Track
08.2023
- HMCSE Grad Merit Scholarship Recipient
- John C Pace Scholar HMCSE Scholarship Recipient
- Relevant Coursework: Statistical Modeling, Regression Modeling, Advanced Statistical Modeling, Database System, Data Mining, Machine Learning, Cloud Architecture and Security
- Capstone Project: Forecasted temperature based on time series data using Long Short Term Memory (LSTM). Supervisor: Dr. Achraf Cohen
- Research Project: Evaluated classification techniques for large-scale data sets in a distributed environment using PySpark, Hadoop. Implemented Extension of Isolation Forest for anomaly detection with 20% improvement. Supervisors: Dr. Sikha Bagui, Dr. Subhash Bagui.
- 3.7 GPA
MSc - Computer Science
05.2021
BSc - Computer Science and Engineering
05.2017
Skills
- Python
- C
- C
- Java
- PHP
- R
- SAS
- JavaScript
- HTML
- CSS
- Spark
- Hadoop
- AWS
- PyTorch
- SQL
- MySQL
- DynamoDB
- Jupyter
- Git
- Tensorview
- Tableau
- ParaView
- Lecture Presentation
- Team Meetings
- Tutoring and Mentoring
- Research Support
- Data Organization
- Peer Review
- Data Analysis
- Statistical Analytics
- Academic Publications
- Presentations and White Papers
- Data Modeling
- Public Presentations
- Machine Learning
- Statistical Methods
- Data Structures and Algorithms
- Verbal and Written Communication
- Attention to Detail
- Design Patterns and Principles
Accomplishments
- Invited Speaker, UCF College of Engineering Colloquium, Fall 2023
- HMCSE Grad Merit Scholarship, Summer 2023
- John C Pace Scholar HMCSE, Spring 2023, Fall 2022
- KDD Travel Award 2022
- Student Volunteer, KDD 2022
- Poster & Paper Presentation, KDD 2022
Competitive Programming History
- Girls in ICT - Online Programming Contest 2016 (15th)
- National Girls' Programming Contest 2015 (3rd)
- ACM-ICPC Asia Regional Dhaka Site 2015 (69th)
- State University of Bangladesh Inter University Programming Contest 2015 (27th)
- Jagannath University National Programming Contest 2013 (13th)
Project Highlights
- Collected and processed political tweet dataset with Twitter Developer APIs (search, user lookup) and GetOldTweets
- Explored correlation between real world and social media data by sentiment analysis using the Python NLTK package
- Created interactive visualizations and Image Classifier interpreter using Javascript with D3.js, Tensorview, Paraview, and Tableau
- Hosted website using AWS VPC, EC2, S3, RDS, DynamoDB, and IAM Certificates
- Developed secured web application and 3-tier E-Commerce site using LAMP (Linux, Apache, MySQL, PHP) stack and Bootstrap
- Coded multithreaded server side for a chat application using Java ServerSocket (TCP), JDBC APIs
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Graduate Teaching Assistant - University of West Florida
08.2022 - 08.2023
Graduate Research Assistant - University at Albany SUNY
08.2021 - 08.2022
Graduate Assistant - University of South Florida
08.2018 - 05.2021
Software Developer Intern - Beetles Cyber Security Ltd.
03.2018 - 06.2018
University of West Florida - Master of Science, Data Science- Analytics And Modeling Track
University of South Florida - MSc, Computer Science
University of Dhaka - BSc, Computer Science and Engineering
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