Nasrin Akter

I am working as a Machine Learning Consultant at REVE Systems, a multinational software farm. Currently, I am consulting several ML project for the development of Bangla Language processing such as Speech-to-text/Text-to-Speech, Grammer and Spell Checker etc.

Refer to my academic background, I accomplished graduation in Computer Science and Engineering from East West University where I got the opportunity to nurture my passion for machine learning and worked on its statistical approcah in crucial applied science. Prior to this, I have completed my undergraduation studies in BSc in Electronics and Telecommunication Engineering from Daffodil International University under the supervision of Dr. A. K. M. Fazlul Haque.

orc  /  orc  /  orc  /  orc  /  orc

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Here is my CV

Research Interests

Machine Learning (Natural Language Processing & Computer Vision).
Digital signal processing.
Smart grid network.
Biomedical Engineering.
Smart city applications.
Internet of Things.

Conference Paper
Apriori-backed Fuzzy Unification and Statistical Inference in Feature Reduction: An Application in Prognosis of Autism in Toddlers.
Shithi Maitra1, Nasrin Akter2, Afrina Zahan Mithila3, Tonmoy Hossain4, and Mohammad Shafiul Alam5
(5th ICACIE) International Conference on Advanced Computing and Intelligent Engineering, Mauritius, 2020

The novelty of this study is the application of Apriori- a business intelligence procedures- into a neuro-psychological problem in order to hypothesize impactful features of the Autism Screening Data (ASD).

Published Journal Paper
Prediction of Academic Performance Applying NNs:A Focus on Statistical Feature-shedding and Lifestyle.
Shithi Maitra1, Sakib Eshrak2, Md. Ahsanul Bari3,Abdullah Al-Sakin4, Rubana Hossain Munia5, Nasrin Akter6 and Zabir Haque7
(IJACSA) International Journal of Advanced Computer Science and Applications, 2020

This paper proves that prior to any fruitful prediction, it is important to do visual exploratory and statistical analysis of their lifestyle and personal preferences..

Undergraduate Thesis
Acoustic Echo Cancellation for the advancement in Telecommunication.
Nasrin Akter, Supervisor:Dr. A. K. M. Fazlul Haque.

PDF

This research work developed an improved acoustic echo cancellation technique using a Frequency Domain Adaptive Filter (FDAF) with the help of the MATLAB software.

MSc Project
Detection of Autism Spectrum Disorder applying Deep Neural Network.
Nasrin Akter, Supervisor:Dr. Md. Nawab Yousuf Ali.

PDF

Autism spectrum disorder(ASD) is severely pervasive nowadays; being an ML & Data Science enthusiast, I developed a DNN classifier in my MSc research project to early diagnosis of ASD traits for improving toddler’s symptoms and ability to function.

Conference Fellowship
Welcoming future fellows in Bangladesh
APRICOT 2016 conference

I had been awarded a fellowship for attending APRICOT 2016 conference. I participated a video promotion for welcoming fellows of APNIC 42 conference which was decided to held at Bangladesh.

The Network Operators Group (NOG) Updates session
APRICOT 2016 conference

The NOG Updates session offers leaders or participants of the many regional and country network operations group in the Asia Pacific region to give a short presentation, Lightning Talks style, to share the latest activities in their own community. In the conference, I presented NOG sessions to showcase bdNOG’s contributions in Bangladesh internet community

South Asian Nework Operator Group
SANOG XXIII conference

I had been awarded a fellowship for attending SANOG XXIII conference which was held in Thimpu, Bhutan. I participated hands on training and Certified on Routing (IPv4/IPv6), OSPF, ISIS,BGP.

Volunteer Experience
Women in ICT: Overcoming tradition to establish ICT careers in Bangladesh

Featured by APNIC (Asia Pacific Network Information Centre),an open, member-based, not-for-profit organization, whose primary role is to distribute and manage Internet number resources (IP addresses and AS numbers) in the Asia Pacific region’s 56 economies. I was interviewed in order to talk about the quintessential battles of women in ICT industry of Bangladesh.

Interests and Hobbies
My interests of reading: Journal of Machine Learning Research, Distill, PLOS ONE, Google Developers, and Coursera.
I have done diploma in singing, genre Tagore song; besides, I love to listen Daniele Vitale Sax, Adele, Anne-Marie
I also love to watch netflix movies in my pastime.

Bio-Sketch

Since 2011, I have been contributing in the IT industry of Bangladesh in various reputed organizations: as a support engineer in link3 technologies ltd, in MOS5 Tel Ltd as a Network Operation and Coordination/Transmission Engineer, as a Senior Engineer(Network Operation and Coordination)in Drik ICT Ltd ; finally, I worked in REVE Systems near about 4 years as a business system analyst, Manager. Subsequently, I did graduation in computer science and engineering from East West University in 2019 , for my academic performance I was honored to receive the "Medha Lalon” Scholarship. Also for achieving continuous extraordinary result, I received 100% waiver on tution fees during my undergraduation study.

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