Gunjan Deotale
AI/ML Senior Research Engineer
- Role
- Module Lead Senior Engineer at AIRA Matrix
- Location
- Thane, MH, IN
- LinkedIn followers
- 500 followers
About Gunjan Deotale
With over 8 years of experience, I specialize in applying computer vision and generative…
Experience
Module Lead Senior Engineer
Feb 2022 — Present · Mumbai, IN
Airadhi — AI-driven Diagnostic Platform: Led the development of Airadhi, a pathology platform for detecting anomalies in thymus, lymph node, and stomach tissue using segmentation and object detection models. Oversaw end-to-end responsibilities including client communication, requirement analysis, project planning, model design, and deployment across multiple pathology use cases.• Active Learning Framework Engineered an active learning pipeline from scratch, reducing annotation time by 50%+ while maintaining or surpassing baseline model performance.• One-Click Segmentation Tool: Developed a Segment Anything Model (SAM) based tool for rapid annotation of pathology slides. Improved annotation speed by 40%+ and reduced manual labeling errors.• Synthetic Data Generation via Stable Diffusion: Implemented a Stable Diffusion–based in-painting pipeline to create medical images with controlled anomalies. Enhanced dataset diversity, improved model accuracy by 8%, and reduced labeling efforts.• LLM-powered RAG System: Built a Retrieval-Augmented Generation (RAG) pipeline using LangChain, vector databases, and OpenAI embeddings. Automated information extraction and summarization from confidential company documents for internal knowledge management.• AI Innovation & Team Enablement: Conducted AI hackathons, hands-on workshops, and internal trainings on transformers, object detection, and generative AI. Fostered a culture of rapid prototyping and applied research.
Education
Shri shivaji science college Amravati
Higher secondary
2004 — 2006
Shri Guru gobind singhji institute of engineering and technology
Bachelor of Technology (B.Tech.)
2006 — 2010
Indian Institute of Technology, Kanpur
M.Tech
2010 — 2012
Skills
- Java
- Signal Processing
- Android Development
- Linux
- Matlab
- C++
- Embedded Software
- Image Processing
- Device Drivers
- Video Processing
- C
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