CV

Education

Ph.D. in Computer Science, University of Bonn, 2020-2023 (submitted)
M.Sc. in Computer Science, University of Bonn, 2018-2020
B.Sc. in Computer Science and Engineering, BRAC University, 2013-2017

Work experience

AI Expert - NLP & Conversational AI (August 2020 - Present)
- BMW Group
- Location: Munich, Germany
Machine Learning Scientist (August 2020 - July 2022)
- Fraunhofer IAIS
- Location: Dresden, Germany
Visiting Scientist (May 2020 - July 2020)
- InfAI - Institüt für Angewandte Informatik
- Location: Dresden, Germany
Student Research Assistant (August 2018 - April 2020)
- Fraunhofer IAIS
- Location: Sankt Augustin, Germany

Skills

Python
PyTorch
AWS
spaCy
FastAPI
NumPy
Pandas
Docker
Git

Award and prizes

2nd Runner’s UP, BRAC University Intra-University Programming Contest, Summer 2016 (Team Leader)
5th Place, biTS Programming Contest, 2015 (Individual Performance)

Languages

English (professional)
German (beginner)
Bengali (native)

Research Expertise

Prompt Engineering
Dialogue Generation
Question Answering Systems
Machine Reading Comprehension
Knowledge Graph
Language Model

Publications

Language Model Guided Knowledge Graph Embeddings

SGPT: A Generative Approach for SPARQL Query Generation from Natural Language Questions

Climate Bot: A Machine Reading Comprehension System for Climate Change Question

Tree-KGQA: An Unsupervised Approach for Question Answering Over Knowledge Graphs

DialoKG: Knowledge-Structure Aware Task-Oriented Dialogue Generation

RoMe: A Robust Metric for Evaluating Natural Language Generation

Grounding Dialogue Systems via Knowledge Graph Aware Decoding with Pre-trained Transformers

Using a KG-Copy Network for Non-Goal Oriented Dialogues

Statistical Analysis and Identification of Important Factors of Liver Disease using Machine Learning and Deep Learning Architecture

Hand Gesture Recognition Using Image Segmentation and Deep Neural Network

Predicting stock movement using sentiment analysis of Twitter feed