SMShravan Manerikar
@shravanmanerikar
AI Engineer with 5+ years of experience in AI solutions.
IndiaWhat I'm looking for
I am an AI Engineer with over 5 years of experience specializing in developing and optimizing AI-based solutions. My expertise spans Computer Vision, NLP, Time Series, and Generative AI, alongside extensive experience in MLOps and Deep Learning. I excel at leveraging technology to implement cutting-edge solutions across multiple domains.
At KonvergeAI, I automated document processing for 3000+ page PDFs using Azure AI Services and Generative AI, significantly reducing manual effort. I also developed a proof of concept for real-time textile defect detection, showcasing my ability in prompt engineering and the use of Generative AI. Previously, at Cooler Screens, I built an end-to-end automated system for continuous model updates, improving model accuracy by 10% through innovative data handling techniques.
Experience
Work history, roles, and key accomplishments
Senior Artificial Intelligence Engineer
KonvergeAI Pvt. Ltd.
Dec 2024 - Present (6 months)
Automated document processing for 3000+ page PDFs using Azure AI Services and Generative AI, significantly reducing manual effort. Developed a Proof of Concept for real-time textile defect detection using Grounding DINO & SAM2, demonstrating zero-shot defect identification and advanced prompt engineering.
Artificial Intelligence Engineer
Cooler Screens
Dec 2022 - Aug 2024 (1 year 8 months)
Developed AI models to annotate over 30,000 retail shelves, accurately identifying in-stock/out-of-stock products and recognizing 750+ unique SKUs. Built an end-to-end automated system using Azure ML for continuous model updates, benchmarking, and deployment to 10,000+ edge devices. Improved model accuracy by 10% through automated data cleanup, dataset balancing, and enhanced annotation for under-
Jr. Data Scientist
Visteon
Sep 2019 - Nov 2022 (3 years 2 months)
Developed ADAS algorithms utilizing computer vision techniques and libraries such as Python, C++, OpenCV, TensorFlow, and PyTorch on the TI79XXX chipset. Delivered a lower-level driver for Advanced Parking Assistance and contributed to the firmware architecture for a CES-showcased battery management system.
Education
Degrees, certifications, and relevant coursework
Goa University (Goa College of Engineering)
Bachelor of Engineering, Computer Science
Completed a Bachelor of Engineering degree with a focus on Computer Science. Gained foundational knowledge and practical skills in various aspects of computer science.
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