Presentation
After a long (approx. 10+ years) career in Software Architecture and Development finally in 2014 I embarked on exploration of Data Science and Engineering. The engineering part was really easy for me and the science part was really interesting and I still enjoy every day working with it. It all started with my Masters Thesis which later became a successful european project HOPSWORKS. Science then I have been working mostly with Deep Learning in Computer Vision and NLP, big data engineering problems and real world ML problems. Previously I worked in industrial automation systems, healthcare management systems and financial analytics systems with SOA architecture and SOLID principles.
Education
| Period | Degree name and Institute |
|---|---|
| 2008 - 2009 | Masters in Software Engineering of Distributed Systems, KTH |
| 2005 - 2006 | Masters in Information Technology, Dhaka University |
| 1999 - 2004 | Bachelors in Computer Science and Engineering, Khulna University |
Course works and Thesis
Courses
- 2016
- Large Scale Machine Learning and Deep Learning
- 2015
- Distributed Computing, Peer-to-Peer and GRIDS
- 2006
- Distributed Artificial Intelligence and Intelligent Agents
- Distributed Systems, Advanced Course
- Modern Methods in Software Engineering
Thesis
- 2015
- Quota based access-control for Hops - Improving cluster utilization with Hops-YARN
- 2006
- Predict protein-structure using Artificial Neural Network. - Predicting secondary structure of protein for druge design.
Certifications
- 2017
- Professional Python, EDUMENT Development and Mentors
- MCP in Programming C# (Exam 70-483), Microsoft
- BizTalk Technical Competency for Application Integ, Microsoft
- 2006
- MCSD in XML web services and Server Components., Microsoft
Employment History
| Period | Company |
|---|---|
| 2019 - Now | MyNewsDesk Sweden, Sr. Data Scientist |
| 2017 - 2019 | ÅF AB, Consultant Software Architect / Data Scientist |
| 2018 - 2018 | ABB Corporate Research AB, Software Architect |
| 2017 - 2018 | Atlas Copco Industrial Technique AB, R&D, System Development Consultant |
| 2015 - 2016 | RISE SICS, Stockholm, Research Assistant |
| 2010 - 2017 | IT-Mokarn(Evansson & Co. AB), Software Architect/Developer |
| 2009 - 2010 | Zooprize Com Ltd. Stockholm , Web developer |
| 2008 - 2008 | TechnoVista Ltd., Software engineer, Team lead |
| 2006 - 2008 | UNIQA Software and Systems Ltd., Software Engineer |
| 2004 - 2006 | Genesis Systems Ltd. of I.S.L., Software Engineer |
Projects
Competences
Data Science:
Deep and Transfer learning in Python, Tensorflow, Keras, PyTorch, Sparkml, NN, CNN(Classification and Object Localization, YOLO), NLP(MinHash, RNN, Transformer, Attention, BERT), Model Train/Deployment, Bayesian Statistics in R, Jupyter Notebook, PyCharm, Anaconda.
Data Engineering:
Spark, Scala, Python, Hadoop, YARN, Hops-YARN, Apache Airflow, Apache Kafka, Azure, AWS-EMR, Sagemaker, Docker, Kubernetes, AWS-ECS, Step-Function, Lambda-Function, Data pipeline design and implement, AWS SQS, S3, Azure datalake, Azure HDinsights.
Software Engineering:
C#(MCP 70-483), .NET Core, .NET Framework, ASP.NET MVC, ASP.NET Web API, MSBuild, CI/CD, Design Pattern, Extreme Programming, Microservices, MongoDB, NService Bus, RabbitMQ, REST API, SignalR, SOA, SOAP, SoapUI, SOLID, TDD, TeamCity, WCF Visual Studio Team System, Jira, LabView, Git, J2EE, Java, Maven.
Facial recognition
Contact
- Mail : rizvi.kth@gmail.com
- Tweet : @rizvi_du
Languages
- English - Full professional proficiency
- Swedish - Full professional proficiency
- Hindi - Native or bilingual proficiency
- Bengali - Native or bilingual proficiency
Publications
| A NEW APPROACH FOR PREDICTING THE SECONDARY STRUCTURE OF PROTEIN USING ARTIFICIAL NEURAL NETWORK, ICCIT, 2006 |
| SYNTACTIC ANALYSIS OF BANGLA COMPLEX AND COMPOUND SENTENCES, NCCPB, 2004 |
| SYNTACTIC TRANSFER AND GENERATION OF BANGLA COMPLEX-COMPOUND SENTENCES FOR BANGLA-ENGLISH MACHINE TRANSLATION, ICCIT, 2003 |
Driving License
- B