Experience

 
 
 
 
 
May 2018 – August 2018
New York

Research Scientist Intern

Amazon AI

CADENCE: Conditional Anomaly Detection for Events using Noise Contrastive Estimation
 
 
 
 
 
August 2017 – January 2018
New York

Research Scientist Intern

Amazon AI

Modeling User Behavior using CloudTrail Traces
 
 
 
 
 
January 2016 – May 2016
Bangladesh

Research Professor

Shahjalal University of Science and Technology

Bengali Word Embddings and NLP Applications
 
 
 
 
 
June 2015 – August 2015
New York

Research Assistant

Laufer Center for Quantitative Biology at Stony Brook University

SHMPrep: Efficient Preprocessing and Error Correction of Paired-end Immunoglobulin Sequence
 
 
 
 
 
May 2014 – August 2014
New York

Research Assistant

Simons Center for Quantitative Biology at Cold Spring Harbor Lab

NanoBLASTer: Fast Alignment Algorithms for Long and Noisy Oxford Nanopore Reads
 
 
 
 
 
July 2009 – August 2013
Bangladesh

Assistant Professor

Shahjalal University of Science and Technology

Teaching Undergraduate Students and Research in Bengali NLP
 
 
 
 
 
May 2007 – June 2009
Bangladesh

Team Leader (Software Development)

AfriGIS (Pty) Ltd

iSearch: Location Based Information Retrieval System

Refereed Publications

. Anomaly Detection for High Cardinality Discrete Spaces using Noise-contrastive Estimation. submitted for publication, 2018.

. Stereotypical Gender Associations in Language Have Decreased Over Time. submitted for publication, 2018.

. DeepAnnotator: Genome Annotation with Deep Learning. ACM-BCB, 2018.

PDF Project

. Prokaryotic coding regions have little if any specific depletion of Shine-Dalgarno motifs. PLOS One, 2018.

PDF Project

. Computational identification of miRNA and targets from expressed sequence tags of coffee (Coffea arabica). Elsevier SJBS, 2014.

PDF

. MiRANN: A reliable approach for improved classification of precursor microRNA using Artificial Neural Network model. Elsevier Genomics, 2012.

PDF

. An Efficient Unicode based Sorting Algorithm for Bengali Words. IJCA, 2011.

PDF

Publications in Bengali NLP

More Publications

. Design and development of the social humanoid robot named Ribo. IEEE R10-HTC, 2017.

PDF

. Analysis on Lightning News and Correlation with Lightning Imaging Sensor (LIS) Data. Springer AISC, 2017.

PDF

. Sachetan: A Crowdsource-Based Personal Safety Application. Springer AISC, 2017.

PDF

. Language independent statistical approach for extracting keywords. IEEE ICAEE, 2017.

PDF

. Implementation of Subachan: Bengali text to Speech Synthesis Software. IEEE ICECE, 2010.

PDF

Projects

Pipilika indexes Bangla and English newspapers, blogs, wikipedia, government sites and different portals of the country, or those portals which is related to Bangladesh. Pipilika serve ~3,000 queries/day. Funded by GPIT, Accenture and Access to Information Programme of Primer Minister’s Office in Bangladesh

Ribo can speak, interact with humans, make facial gestures, handshake and dance. Funded by Science Fiction Society and Ministry of ICT in Bangladesh.

This software is used for ICT trainingof blind people by Visually Impaired People Society. Using Mongol Dip people with visual impairments are be able to create or modify documents, sending/receiving e-mails and accessing websites very simply using short cut key combinations. Funded by Ministry of Science and ICT, Bangladesh.

This software provide text to speech services to the user of Mongol Dip. Funded by Ministry of Science and ICT, Bangladesh.

This admission system is an innovative solution to the large logistical problem that every university faces in Bangladesh every year. Students from remote part of the country can access the system using SMS. This system received numerous awards for minimizing digital divide. Every educational institute under Ministry of Education use similar system in Bangladesh.

Awards

BASIS National ICT Award from the Ministry of Science and ICT for Pipilika: Search Engine for Bengali Contents

Best Poster Award at IEEE R10 HTC 2017 for Design and Development of Ribo: a Social Humanoid Robot

Best Poster Award at CEWIT Conference, 2017 for Word Embeddings for Genome Annotation with Deep Learning

Best Poster Award at CEWIT Conference, 2016 for NanoBLASTer: Fast Alignment and Characterization of Oxford Nanopore Sequencing Reads

Bangladesh Prime Minister’s Award, 2012 for outstanding research work on Mongol Dip: A Bilingual Screen Reading Software for the Visually Impaired People

mBillionth Awards in South Asia, 2010 for Paperless Admission System at Shahjalal University of Science and Technology

Contact

  • (631)-449-4058
  • 700 Health Sciences Dr, Chapin Apt, Stony Brook, NY 11790, USA