ML/NLP Expert
About Awaaz-e-Sehat:
Awaaz-e-Sehat is a pioneering mobile AI assistant transforming maternal healthcare by converting Urdu speech into electronic medical records (EMRs) and providing personalized diagnostic insights. Our mission is to deliver accessible healthcare solutions through voice technology, catering to underserved communities in Pakistan.
Who We Are Looking For:
We are looking for a Machine Learning (ML)/Natural Language Processing (NLP) Expert to enhance our voice-activated healthcare assistant. You will be responsible for developing and refining our machine learning models, with a particular focus on Urdu language processing and speech-to-text technologies.
Qualifications:
Bsc in Computer Science
Proven experience in building and deploying ML/NLP models, particularly for speech-to-text and natural language understanding.
Expertise in Python and popular ML libraries (e.g., TensorFlow, PyTorch, Keras).
Experience working with natural language processing in low-resource languages, particularly Urdu.
Familiarity with speech recognition technologies, language modeling, and conversational AI systems.
Strong understanding of data preprocessing techniques and tools for large-scale datasets.
Ability to work with cloud platforms (e.g., AWS, GCP) for model deployment and scaling.
Passion for leveraging technology to address healthcare challenges in underserved communities.
Preferred Skills:
Experience with healthcare data or medical AI applications.
Background in Urdu language processing, with a focus on regional dialects and healthcare-related terms.
Prior experience in developing voice-activated applications.
Knowledge of ethical AI practices, especially in healthcare settings.
What You Will Do:
ML/NLP Model Development:
Design, develop, and optimize machine learning models to convert Urdu speech into text and analyze patient data for diagnostic purposes.
Implement and fine-tune NLP algorithms, focusing on understanding and processing Urdu language nuances, dialects, and medical terminology.
Develop deep learning models for voice recognition and transcription accuracy.
Data Handling & Preprocessing:
Work with large healthcare-related datasets, including patient records and audio data, to train and test models.
Preprocess and clean data to improve the accuracy and performance of the machine learning models.
Ensure high-quality data annotation, especially for medical terms and Urdu language intricacies.
Model Deployment & Optimization:
Deploy ML/NLP models within the Awaaz-e-Sehat app to ensure smooth integration with the front-end user experience.
Continuously monitor and refine models for performance improvements, including reducing latency and enhancing accuracy.
Collaborate with the engineering team to ensure efficient deployment and scalability of the models.
Innovation & Research:
Keep up with the latest advancements in machine learning and NLP, especially in low-resource languages like Urdu.
Experiment with cutting-edge techniques in speech-to-text, natural language understanding, and AI in healthcare to improve Awaaz-e-Sehat’s capabilities.
Collaborate with the research team to evaluate and integrate new algorithms and technologies.
Collaboration:
Work closely with cross-functional teams, including UX/UI designers, app developers, and healthcare experts, to ensure alignment between technical and user-facing components.
Translate complex technical requirements into understandable solutions for non-technical team members and stakeholders.
Why Join Us?
Be part of a groundbreaking team focused on using AI to transform maternal healthcare.
Work on meaningful, innovative projects with real-world impact on healthcare accessibility.
Collaborate with an interdisciplinary team of experts committed to making a difference in underserved communities.
Details
Job Title: Machine Learning/Natural Language Processing (NLP) Expert
Location: LUMS, Lahore, Pakistan
Employment Type: Full-time
Company: Awaaz-e-Sehat (https://www.awaazesehat.com/)
To Apply:
Please send your resume, portfolio, and a brief cover letter to team@awaazesehat.com with the subject line “ML/NLP Expert – Awaaz-e-Sehat Application".