Mitesh Patel
Generative AI | NLP | Deep Learning | Computer Vision | Geospatial Specialist
- Role
- Sr Technical Architect at Precisely
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Mitesh Patel
With over 20 years of experience in software product development, data analytics, and location intelligence, I have cultivated my skills and expertise to drive innovation across various domains, including 7+years of experience in Deep Learning for NLP and Computer Vision.
Experience
Sr Technical Architect
May 2020 — Present · Noida, IN
Precisely / Pitney Bowes/ MapInfoAI/Deep Learning- Led a team of ML Engineers, Data Scientists and Data Research Internes - Worked on problems like Image Retrieval, Template Matching, Object Recognition, Single Shot Generic (Unseen) Feature Search, entity matching, de-duplication, and record linkage- Fuzzy entity matching and deduping using GloVe, Word2Vec, LSTM, BERT, and other Transformer based architectures - Feature (Building Prints, Roads, Swimming Pools, Solar Panel, Recreation) extraction from satellite images - Tree cover percentage extraction from land parcels - Urban land classification and segmentation (27 classes)- Created SAAS APIs for various deep learning jobs and integrated them with MapInfo Software - Developed tools for training data preparation pipelines for rapid experimentation and model training MapInfo Product Suite- Lead team of 16+ highly skilled Engineers who created MapInfo Advanced Raster Product suite - Designed overall architecture gluing C-API to the core C++ code and exposed it through C# object model - Ported Raster Native C++ SDK to Linux based platforms and created Python/Java API - Integrated Geo-Spatial SDKs to databricks platform - As SME and Product Owner, designed features to meet customer needs and drive business growth - Improved performance and efficiency of multiple product areas by manifold - Hardware accelerated raster image interpolation using CUDA and OpenCL
Education
Adarsh School
12, Science
1991 — 1997
Skills
- Requirements Analysis
- Information Security
- Json
- Vendor Management
- Vas
- Software Project Management
- Business Objects
- Wimax
- Project Coordination
- Information Security Management
- Pre-Sales
- Sap Erp
- Procurement
- Product Marketing
- Software Development
- Cross-Functional Team Leadership
- Web Services
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