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Md Afjal Hossain
Dhaka, Bangladesh
CodersRank Score
What is this?
This represents your current experience. It calculates by analyzing your connected repositories. By measuring your skills by your code, we are creating the ranking, so you can know how good are you comparing to another developers and what you have to improve to be better
Information on how to increase score and ranking details you can find in this blog post.
28.8
CodersRank Rank
Top 7%
Highest experience points: 0 points,
0 activities in the last year
Python
11.1
exp.
Java
8.6
exp.
List your work history, including any contracts or internships
bKash Limited Full-time
Jun 2021 - Jul 2021 (1 month)
Assistant Lead Engineer
Software Engineering, Solution Engineering Department, Product & Technology Division
GIGA TECH Limited Full-time
Mar 2020 - Apr 2021 (1 year 1 month)
Sr. Machine Learning Engineer
Goava Full-time
Apr 2017 - Feb 2020 (2 years 10 months)
Software Engineer
- Information Retrieval System (IRS) for company business entities retrieve and process.
- Data partitioning and warehousing by market and company; design methodology leveraged on Language Understanding model (NLU) in multilingual.
- Incremental data clustering for business data partition and faster data search ( B2B service)
- Customized business entity detection and notification from unstructured web data (NLP modeling)
- Optimized data scoring and boosting at business entity level in elasticsearch
- Multimillion URLs crawling in a Hadoop ecosystem (Apache Nutch + Elasticsearch)
- Design faster and reliable data pipeline to store & index millions of crawled web data in elasticsearch.
- Data partitioning and warehousing by market and company; design methodology leveraged on Language Understanding model (NLU) in multilingual.
- Incremental data clustering for business data partition and faster data search ( B2B service)
- Customized business entity detection and notification from unstructured web data (NLP modeling)
- Optimized data scoring and boosting at business entity level in elasticsearch
- Multimillion URLs crawling in a Hadoop ecosystem (Apache Nutch + Elasticsearch)
- Design faster and reliable data pipeline to store & index millions of crawled web data in elasticsearch.
Add some compelling projects here to demonstrate your experience
Bengali Documents Classification (Short Sentences)
Oct 2016 - Feb 2017
Documents classification has a great impact on user behavioral analysis. We design a prototype to classify Bengali documents (collected from web) where we used Long Short Term Memory Network (LSTM) for previous context memorization with end-to-end word embedding for word vectorization.
Bengali Parts of Speech Tagging by using Deep Neural Network
Jul 2016 - Nov 2016
In Natural Language Processing, Parts of Speech Tagging (POS-Tag) has importance to get the context of a sentence. We design a Deep Neural Network (MLP) to get the tag of words. Here word-embedding context learning and tuning was a big part for better accuracy which is 88%. We use tensorflow lib as development.
Bengali Word-Embedding
May 2016 - Nov 2016
One of the best models for language context learning was Word2Vec. Different type of NLP task solved where word-embedding model is a big part. We use such model for bengali word vector feature extraction, accuracy analysis by using a supervised model (POS-Tag). Used skip-gram word2vec model as a trainer. We used tensorflow deep neural network library for development. link: https://bit.ly/2Yjb1yR
This section lets you add any degrees or diplomas you have earned.
Shahjalal University of Science and Technology
Bachelor of Science (B.Sc.), Computer Science and Engineering
Jan 2010 - Jan 2015
I have completed my B.Sc. in Computer Science & Engineering here.