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mahesh mote

@maheshmote

AI/ML Engineer at Simform Solutions building AI applications, including a punch list pipeline that cut generation time by 90%.

India

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At Simform Solutions, I developed an AI-driven punch list pipeline that turns inspector audio recordings and site images into structured items, reducing generation time by 90%. I also built asynchronous workflows connecting transcription, LLM extraction, image association, and webhook delivery.

I architected an enterprise document intelligence platform for classification, OCR, metadata extraction, and validation. At Marktine, I led development of Vriti.ai, an AI-powered resume parsing platform, and improved entity extraction accuracy from 84% to 95% by integrating ChatGPT API extraction with traditional NLP pipelines.

At eClerx, I built ML and NLP solutions for document classification, disease identification, and predictive analytics. My project work also includes RAG platforms, AI-assisted course content generation, and cloud-native document processing pipelines.

Experience

Work history, roles, and key accomplishments

Current

AI/ML Engineer

Current

Simform Solutions

Apr 2024 - Present (2 years 7 months)

Developed an AI-driven punch list pipeline converting inspector audio recordings and site images into structured items, reducing generation time by 90%. Built asynchronous workflows with Celery and Azure Service Bus, and architected an enterprise document intelligence platform using Azure Functions and Cognitive Services.

Python AI Speech AI Celery Azure Service Bus Azure Functions Cognitive Services Microservices OCR Document Classification Metadata Extraction Validation Webhooks Transcription LLM Extraction Image Association

Data Scientist

Marktine

Mar 2023 - Nov 2023 (8 months)

Led development of Vriti.ai, an AI-powered resume parsing platform using NLP, NER, ML, and LLM-assisted extraction. Improved entity extraction accuracy from 84% to 95% by integrating ChatGPT API extraction with traditional NLP pipelines.

NLP NER Machine Learning LLM ChatGPT API Resume Parsing Entity Extraction

Associate ML Engineer

eClerx

Jul 2020 - Feb 2023 (2 years 7 months)

Built ML/NLP solutions for document classification, disease identification, and predictive analytics across multiple client engagements. Achieved 94% OCR classification accuracy and reduced processing time by 80% using Naive Bayes with Word2Vec embeddings.