CV
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Education
- Doctor of Philosophy (Ph.D.) in Electrical Engineering
- Instituition: University of Arkansas, Fayetteville, AR, USA.
- Date: May 2020
- Dissertation: Low Latency Anomaly Detection with Imperfect Models
- Advisor: Dr. Jingxian Wu
- CGPA: 4.00/4.00
- Courses: Deep Learning, Statistical Inference, Computational Statistics, Multivariate Analysis, Regression, Time Series, Detection & Estimation, Wireless Communications
- Bachelor of Science (B.Sc.) in Electrical and Electronic Engineering
- Instituition: Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh.
- Date: July 2014
- Thesis: Spatio-Temporal Feature Extraction Scheme for Human Action Recognition
- Advisor: Dr. Shaikh Anowarul Fattah
- CGPA: 3.71/4.00
- Courses: Systems & Signals, Digital Signal Processing, Communication Theory, Digital Communication, Random Signals & Process, Probability & Statistics, Control System, Power System Analysis
Technical Skills
- Programming Languages: Python, R, MATLAB, C++, SQL
- Machine Learning Frameworks: PyTorch, NumPy, SciPy, Pandas, scikit-learn, Jupyter
- Engineering and Data Analytics Tool: Simulink, PSpice, Proteus, Tableau, Alteryx, Dataiku
- Miscellaneous: Git, Bash, Linux, LATEX, MS Office, Prezi
Professional Experience
- Walmart, Bentonville, Arkansas, USA (Jun 2020 – Present)
Data Scientist, Core Services: Retail & Emerging Technologies - Merchant & Facilities Tech- Supervisor: Devanand Chintoju
- Working with the Real Estate and Manufacturing Data Analytics Team and developing data-driven solutions to drive business forward.
- Serving as a technical lead for data analytics projects involving machine learning and optimization.
- Developing, testing, and maintaining statistical models and analytical software tools.
- University of Arkansas, Fayetteville, Arkansas, USA (Jan 2016 – May 2020)
Graduate Research & Teaching Assistant, Department of Electrical Engineering- Supervisor: Dr. Jingxian Wu
- Performed research with focus on Optimization, Statistical Signal Processing, Machine Learning, and Wireless Communication with simulations performed in MATLAB & Python.
- Published 6 journal papers, 6 conference papers, and 1 book chapter.
- Assisted in grading of udergraduate courses such as Systems and Signals, Probability and Stochastic Process, Communication Theory.
- Instructed 50 students on average each year in MATLAB.
- Walmart, Bentonville, Arkansas, USA (Jun 2019 – Aug 2019)
Summer Intern Data Analyst, Global Business Service Digital Solutions- Supervisor: Noyle Christopher, Mentor: Christopher Linn
- Developed an app using Alteryx for estimation & optimal allocation of maintenance budget in HVAC & Refrigeration sector of stores with Regression and Optimization models built in R.
Research Experience
- Details of my research can be found in the page Research
- Full list of publications is avaialble in the page Publications
Academic Awards & Scholarships
- Dean’s List Award, BUET (2010 – 2012)
- Obtained Honors (3.75) grade point in junior and senior years.
- University Admission Test Excellency Scholarship, BUET (2009)
- Ranked in top 1% among 7000+ applicants in undergraduate admission test.
- Dhaka Education Board Scholarship, Ministry of Education, Bangladesh (2008)
- For excellence in Higher Secondary School Certificate Examination (H.S.C).
- Perfect Attendance Certificate, Notre Dame College, Dhaka, Bangladesh (2006-2008)
- Maintained 100% class attendance in higher secondary school.
Leadership Experience
- President, Bangladesh Student Organization at the UA (Jun 2017 – May 2018)
- Managed a registered student organization of 37 Bangladeshi students.
- Organized an annual cultural event with 130+ guests inculding faculty and students from different countries.
Professional Affiliations
- Member, IEEE (Jan 2018 – Dec 2019)
- Member, IEEE Young Professionals (Jan 2018 – Dec 2019)
- Member, IEEE Signal Processing Society (Jan 2019 – Dec 2019)