Saiful Islam Email & Phone Number

Gulshan 2, House 4A, Rd 96, Dhaka 1212

- Working With cutting-edge technology (LLM, ASR, TTS).- SWE, GCP, MLOPS, docker, docker-compose, nginx, caching, Kubernetes, onnx, Triton server, CI/CD

Dhaka, Bangladesh

- NLP(NER, Q&A, Entity Linking, LLM)- Conversational AI(Rasa, Chatbot)- ASR(Auto Speech Recognition), VAD(Voice Activity Detection), OSD(overlapped speech detection), SCD(Speaker Change Detection), CNT(instantaneous speaker counting)- TTS( Text to Speech)- Docker & Docker Compose

Dhaka, Bangladesh

• Lead an AI team to research and develop the highest potential model for the product.• Design the AI product architecture pipeline for development and deployment.• Developed Machine learning-based OCR/ICR solutions according to the business requirements.• Research Bangla Speech Recognition as well as speech translation.• Developed API endpoint AI solution and containerized the solutions for the infrastructure team.• Research and implement state-of-the-art models for business requirement purposes

Dhaka, Bangladesh

• Developed document sequence classification model for document entity extraction and Entitylinking.• Worked with multiple lingual OCR-based solutions.• Research and develop transformers-based developed Non-English Language model for fine-tuningtext classification, question answering, text summarizing, and topic modeling.

Dhaka, Bangladesh

• Developed data augmentation pipeline to improve document understanding model performance.• Developed Screen text detection model for document text detection.• Research and implement state-of-the-art models for entity extraction and text classifications.• Developed automatic data processing, the data conversion method.• Developed machine learning-based text classification solutions according to business requirements.• Conduct different R&D for Computer Vision and NLP-based paper implementation and productfeature improvements.

Bangladesh

Worked as a Researcher and Developer at Semantics Lab to solve the state-of-the-art problem of designing and building an AI predictive model. And Also worked on AI-based product development and deployment team.1. Anomaly detection with GAN2. Character recognition for OCR system3. Object detection and classification4. Semantic segmentation5. Human identification using face recognition6. Semantics textual similarity7. Human activity recognition using pose estimateUses Tool and Technologie:TensorFlow, Keras, Pytorch Numpy, OpenCV, Scikit-Learn, Matplotlib, Pandas, NLTK, Gensim

Rangpur, Bangladesh

As a Researcher and Developer at Semantics Lab, Solving the state-of-the-art problem using an advanced level ML algorithm with Deep learning and designing the predictable model.The main role in semantics lab, research paper reading, understanding and implementing with advanced technology and tools.- Deep Learning, Tensorflow, Keras, Pytorch, Maxnet, OpenCV, pandas

Bachelor'S Degree, Computer Science & Engineering

Hsc, Science

Ssc, Science