Hello.. I am Maqbool ur Rahim Khan
Data Engineer at GROPYUS
Working with Knowledge Graphs to digitalize construction industry
Masters in Computer Science, Paderborn University, Germany 
Thesis: Natural Language Generation (Graphs to text) with distinction (1.5 gpa)
Contact
- maqboolurrahim@gmail.com
- maqboolurrahim
- maqboolkhan
- maqboolurrahim.com
Skills
| Python | |
| JavaScript | |
| Java | |
| Regular expressions | |
| Pytorch | |
| RDFLib | |
| Scikit-learn | |
| Pandas | |
| Flask | |
| Docker | |
| NodeJS | |
| MongoDB | |
| Elasticsearch | |
| SPARQL | |
| SQL | |
| Git | |
| AWS (EC2 & Sagemaker) | |
| PyTest | |
| Jenkins |
NLP or DL knowledge
| Sequence-to-Sequence models | |
| LSTM models | |
| Neural Machine Translation | |
| Semantic Web & KGs | |
| Transformer models | |
| Word embeddings |
Experience
| Data (Knowledge) Engineer | May 2022 - Present |
| Taking part in laying a foundation of a data platform using Knowledge Graphs that will enable the digitalization of the construction industry using machine learning. So Python, Notebooks, RDF, SPARQL & Ontologies are my day-to-day business. | |
| RDF-to-Text generation — (Master's thesis — Grade 1.5) | February 2021 - September 2021 |
| Researching Natural Language Generation problem of graphs (RDF) to text using state-of-the-art machine learning methods. Developing my solution in pipeline fashion using Pytorch and WebNLG corpus. Under the supervision of Prof. Dr. Axel-Cyrille and Dr. Diego Mousallem | |
| Student research assistant — The DICE research group | July 2020 - September 2021 |
| Developed open source chat bot for data scientists IDA. My contribution largely involved setting up project using Docker, creating chat bot functionalities using Java and at the end of the project used Python's Pandas and Flask for dataset upload and preprocessing functionality. | |
| Software engineer — Syqlo.de | 2018 June - 2020 June |
| It was my first working experience abroad (Germany) and in a startup. Here I contributed in their web app and worked with Angular, Typescript and Firebase as our real time database. | |
| Software engineer (Cloud Security) — Symantec. Inc | 2016 November - 2018 March |
| Worked their mostly as a front-end developer using Angular 1 but was also involved in some Python and NoSQL tasks. Overall learned a lot about software development processes and best practices | |
| Nodejs developer — Interactive cells | 2019 February - 2019 October |
| Worked with NodeJS to develop rest APIs and migration scripts. |
Projects
| IDA — Master's Project (Grade 1.3) | A chat-bot for data-scientists. Co-lead the team of 8 fellow students and also developed visualization and Natural Language Engine. | |
| NMT | A project about Neural Machine Translation or Sequence-to-sequence models. All models are written from scratch in order to be easily understood and integrateable in any future work! | |
| Project NLP | In this project, I am implementing basic tasks of NLP using statistical, ML and Deep learning techniques!. | |
| Search Engine (Final Year Project) | Tried to solve the problem of grouping results of an ambiguous query and how can we advance search engines! Created full fledged web crawler using Python from scratch. In this project, we used ElasticDB to index and store crawled web pages. | |
| Rule Based NLP | A toy project which uses regex to extract information from the given text. | |
| Kazi | A naive fact checker! which extracts subject, object & predicate from the given sentence and try to validate fact using DBpedia knowledge base. | |
| Oranje | The Simplest Java Code Editor !! coded in Java. | |
| ACCS | A Rapid MS Word Document changer!! | |
| Chat Room | A Simple Group Chat Using Node's Sockets!! | |
| Draw JS | Drawing tool without using HTML5 <canvas> or flash!! |
Extras
| Mentee at ACL Mentorship program. Details | |
| First Pakistani Winner of Firefox OS Global App Dev Competition. Details | |
| Won Third place out of 25 team in two days Scayle Hackathon | |
| Founder of A knowledge Sharing Platform for Students name S2S | |
| Conducted Many Workshops on Web Technologies |