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I am an experienced AI Engineer with a solid background in Data Engineering, Data Science, and Artificial Intelligence. I specialize in developing optimized architecture designs for production-grade RAG-based Generative AI applications and have extensive hands-on experience working with major cloud platforms such as Azure, GCP, and AWS. Over the years, I have successfully delivered projects involving machine learning models, NLP tasks, ETL pipelines, and data analysis. I am passionate about leveraging technology to create impactful AI solutions that streamline operations and enable smarter decision-making within organizations.…I am an experienced AI Engineer with a solid background in Data Engineering, Data Science, and Artificial Intelligence. I specialize in developing optimized architecture designs for production-grade RAG-based Generative AI applications and have extensive hands-on experience working with major cloud platforms such as Azure, GCP, and AWS. Over the years, I have successfully delivered projects involving machine learning models, NLP tasks, ETL pipelines, and data analysis. I am passionate about leveraging technology to create impactful AI solutions that streamline operations and enable smarter decision-making within organizations.

Asma Begum

AI Engineer, Data Scientist, Developer, +2

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I am an experienced AI Engineer with a solid background in Data Engineering, Data Science, and Artificial Intelligence. I specialize in developing optimized architecture designs for production-grade RAG-based Generative AI applications and have extensive hands-on experience working with major cloud platforms such as Azure, GCP, and AWS. Over the years, I have successfully delivered projects involving machine learning models, NLP tasks, ETL pipelines, and data analysis. I am passionate about leveraging technology to create impactful AI solutions that streamline operations and enable smarter decision-making within organizations.…I am an experienced AI Engineer with a solid background in Data Engineering, Data Science, and Artificial Intelligence. I specialize in developing optimized architecture designs for production-grade RAG-based Generative AI applications and have extensive hands-on experience working with major cloud platforms such as Azure, GCP, and AWS. Over the years, I have successfully delivered projects involving machine learning models, NLP tasks, ETL pipelines, and data analysis. I am passionate about leveraging technology to create impactful AI solutions that streamline operations and enable smarter decision-making within organizations.

Available to hire

I am an experienced AI Engineer with a solid background in Data Engineering, Data Science, and Artificial Intelligence. I specialize in developing optimized architecture designs for production-grade RAG-based Generative AI applications and have extensive hands-on experience working with major cloud platforms such as Azure, GCP, and AWS.
Over the years, I have successfully delivered projects involving machine learning models, NLP tasks, ETL pipelines, and data analysis. I am passionate about leveraging technology to create impactful AI solutions that streamline operations and enable smarter decision-making within organizations.

Skills

Experience Level

Expert

Expert

Expert

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Expert

Work Experience

AI Engineer at LTI Mindtree

June 1, 2024 - Present

Working on RAG-based Generative AI chatbot applications primarily using Azure resources and ChatGPT 4 to support forensic audits and investigations, resulting in a significant reduction in manpower days by 50%. Developed FastAPI microservices for document ingestion and querying with benchmarking on response accuracy and relevance. Created LLM model pipelines with text chunking for tokenization and managed CI/CD DevOps pipelines including Kafka integration for request management and logging. Oversaw Azure resource deployment and management including Blob storage, AI Foundry, AI Fabric, AI Search Vector DB, and OpenAI model embeddings. Also worked on Databricks migration optimizing Spark cluster costs and developed a web app with entity extraction and OCR on GCP Document AI for automating data updates and RAG chatbots empowered by Gemini Pro and Vertex AI.

Senior Data Scientist at KONE Elevators

November 1, 2023 - August 7, 2025

Led the development of customized Generative AI chatbots with prompt tuning using OpenAI’s ChatGPT 3.5 on Azure, which increased user engagement by 60% and earned positive stakeholder feedback. Worked on MLOps pipelines for opportunity scoring models in sales and AI models for litter detection and fault segmentation based on images. Developed full-chain profitability real-time applications with ETL layers using Azure Synapse Analytics and Databricks, improving report downloads and usage by 80% through QlikSense dashboards. Designed finance dashboards and reports in Tableau and Power BI using complex DAX formulas and data sourcing. Served as scrum master facilitating daily stand-ups, retrospectives, and Jira story management, alongside conducting demos and team training on new tools.

Data Scientist at Sanmina Pvt Ltd

June 1, 2021 - August 7, 2025

Extracted data using SRSS and SSIS from databases to update and monitor critical metrics. Delivered data insights to stakeholders via processing in R and Python. Created Google Data Studio and Tableau dashboards tracking inventory metrics such as Excess & Obsolete, Work In Progress, and Gross & Net Inventory values. Built a time series Prophet model to forecast customer demand over 13 weeks achieving 67% accuracy. Developed a cancellation PO prediction classification model that helped reduce inventory Excess & Obsolete rate by 35%.