Promila Ghosh

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AI Specialist

🌍 Khulna, Bangladesh

📄 Check out my resume!

Expert in Computer Vision, Speech Recognition, and Multimodal AI | 5+ years in Machine Learning and Deep Learning | Specialized in Healthcare Solutions | Proficient in Generative AI | Ex-Data Scientist @ United We Care | Got an idea or want to connect? Shoot Me an Email! 📩

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Experience Projects Education Publications Technical Skills Conference Presentations Participation

Experience

Data Scientist - United We Care (July 2022 - March 2025)
  • Fine-tuned Transformer-based ASR system for medical transcription.
  • Generated 5,486 hours of synthetic clinical audio using Diffusion Model and GPT.
  • Designed a medical document analyzer with 100% accuracy.
  • Built multimodal agents for real-time image analysis and document transcription.
  • Developed a data pipeline to store real-time conversation data from S3 to PostgreSQL.
Technical Content Writer - Qtec Solution Limited (March 2021 - November 2021)
  • Created 20+ programming courses focusing on Machine Learning and Data Structures.
  • Collaborated with cross-functional teams to ensure quality content.

Projects

  • MediBeng Whisper Tiny: Improves doctor-patient transcription by training the Whisper Tiny model to translate mixed Bengali-English speech into English for better analysis and record-keeping. Link
  • ParquetToHuggingFace: Processes raw audio data, converts it into Parquet files, and uploads them to Hugging Face for easy access and model training. Link
  • GroqStreamChain: A real-time AI-powered chat application that streams AI responses via FastAPI, WebSocket, and Groq for interactive, low-latency communication. Link
  • Medical Document Processing – United We Care: Developed an intelligent agent that reads and classifies medical documents (e.g., prescriptions, health summaries) using OCR and image processing for better mental health advice. Link

Education

  • M.Sc. Engg., Computer Science and Engineering - Khulna University (2022 - 2023)
  • B.Sc., Computer Science and Engineering - North Western University (2017 - 2021)

Publications

Computer Vision and Speech Technology

  • Recognition of Sunflower Diseases Using Hybrid Deep Learning and Its Explainability with AI, in Mathematics, vol. 11, no. 10, pp. 2241, May 2023. Link
  • MediBeng Whisper Tiny: A Fine-Tuned Code-Switched Bengali-English Translator for Clinical Applications, in medRxiv, April 25, 2025. Link

Natural Language Processing (NLP)

  • Multi-labelled Bengali Public Comments Sentiment Analysis with Bidirectional Recurrent Neural Networks (Bi-RNNs), in Applied Intelligence for Industry 4.0, May 2023, DOI: 10.1201/9781003256083. [Online]. Available: Link
  • Fake News Detection of COVID-19 Using Machine Learning Techniques, in COVID-19: A Machine Learning Perspective, 2022, DOI: 10.1007/978-3-030-93247-3_46. [Online]. Available: Link
  • Safeguard: A Prototype of An Application Programming Interface to Save the Disaster Affected People, in Proceedings of the 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2019, DOI: 10.1109/icccnt45670.2019.8944883. [Online]. Available: Link

Healthcare

  • A Comprehensive Analysis on Risk Prediction of Acute Coronary Syndrome Using Machine Learning Approaches, in Proceedings of the 21st International Conference of Computer and Information Technology (ICCIT), 2018, DOI: 10.1109/iccitechn.2018.8631930. [Online]. Available: Link
  • Risk Prediction of Ischemic Heart Disease Using Artificial Neural Network, in Proceedings of the International Conference on Electrical, Computer and Communication Engineering (ECCE), 2019, DOI: 10.1109/ecace.2019.8679362. [Online]. Available: Link
  • Typical and Non-Typical Diabetes Disease Prediction using Random Forest Algorithm, in Proceedings of the 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020, DOI: 10.1109/icccnt49239.2020.9225430. [Online]. Available: Link
  • An Empirical Study on Diabetes Mellitus Prediction Using Apriori Algorithm, in Advances in Intelligent Systems and Computing, vol. 1328, pp. 481-493, 2021, DOI: 10.1007/978-981-15-5148-2_48. [Online]. Available: Link
  • Human Behavior Analysis using Association Rule Mining Techniques, in Proceedings of the 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020, DOI: 10.1109/icccnt49239.2020.9225662. [Online]. Available: Link
  • A Machine Learning Approach to Identify the Correlation and Association among the Students' Educational Behavior, in Proceedings of the International Conference on Computing Advancements, 2020, DOI: 10.1145/3377049.3377130. [Online]. Available: Link

Technical Skills

Deep Learning: Neural Networks, CNNs, RNNs, Transformers (BERT, GPT)
Programming: Python (Pandas, NumPy, TensorFlow, PyTorch)
Speech Recognition: Whisper, Wav2vec, Speech-to-Text APIs
Cloud Computing: AWS (EC2, S3), GCP (Compute Engine, Google Cloud Storage)

Conference Presentations

  • International Conference on Big Data, IoT and Machine Learning (2021)
  • International Conference on Computing, Communication and Networking Technologies (2019)
  • 21st International Conference on Computer and Information Technology (2018)

Participation

  • Intra University Programming Contest: Secured the championship (2019)
  • ACM ICPC Asia Dhaka Regional Contest: (2018)
  • Macroinnovators IEEE SS12: Qualified for primary selection (2018)