Mohammad Aqueel
@mohammadaqueel
AI/ML engineer building scalable NLP and LLM-driven production systems.
What I'm looking for
I am an AI/ML engineer with over two years of experience designing and deploying end-to-end AI and LLM systems for production use. I focus on building scalable, real-time applications including voice agents, semantic search, and histopathology analysis platforms.
At Softsensor AI I developed deep learning models for cell and nuclei detection on very large WSI/DICOM images, created internal DICOM handling libraries, and integrated ML models via FastAPI into a web annotation platform with real-time editing.
I built hybrid semantic search and domain-aligned QA systems using vector databases (Qdrant) and re-ranking techniques (ColBERT), plus multilingual handling and intent-based classification to improve retrieval relevance and user experience.
I engineered voice-based conversational AI solutions using streaming and speech-to-speech tooling, plus microservices, Docker orchestration, WebSocket and queue systems for long-running inference, and managed data with Postgres, MongoDB and vector stores to enable analytics and human-in-the-loop workflows.
Experience
Work history, roles, and key accomplishments
Data Scientist
Softsensor AI
Jul 2023 - Present (2 years 3 months)
Built and deployed deep learning pipelines and microservices for histopathology WSI/DICOM processing, enabling scalable inference, real-time annotation, and human-in-the-loop retraining for 20+ clients.
Education
Degrees, certifications, and relevant coursework
JNTUH College of Engineering, Hyderabad
Bachelor of Technology, Engineering
2019 - 2023
Grade: 7.2 CGPA
Completed a B.Tech program with a 7.2 CGPA from 2019 to 2023 focusing on engineering coursework and practical projects.
Shri Chaitaniya Jr. College
Intermediate, Intermediate
2016 - 2018
Grade: 92%
Completed intermediate education with 92% during 2016–2018, focusing on pre-university coursework.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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