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Advait Sinha

@advaitsinha

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Data science and generative AI professional delivering cloud-native ML solutions and LLM products.

Malaysia

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What I'm looking for

I seek roles building production GenAI/ML systems using cloud AI services and LLMs, in collaborative teams focused on impactful, explainable, and scalable solutions.

I am a data science and AI professional with 3+ years of experience building cloud-native ML and generative AI solutions for enterprises. I focus on practical deployments that reduce manual work and accelerate decision-making.

At Minfy Technologies I developed LLM-based applications using AWS/Azure AI services, RAG, vector databases and prompt engineering to solve QA, email interpretation and analytics use cases across insurance, logistics, healthcare and software domains.

As a freelancer I designed systems for automated employee data validation and Gen-AI bank statement processing, cutting processing time from hours to seconds. I contribute to research on collaborative problem solving and am pursuing a part-time PhD on Explainable Generative AI.

I hold an MSc in Data Science & Business Analytics and a BSc (Hons) in Computer Science (Data Analytics), with publications and certifications in AWS, IBM, Google and SAS. I seek roles where I can build trustworthy, production-grade GenAI systems that deliver measurable business impact.

Experience

Work history, roles, and key accomplishments

Current

Research Assistant

Current

Asia Pacific University

Sep 2024 - Present (1 year)

Contributed to an early-stage research team building a Collaborative Problem Solving remote laboratory platform, designing experiments, testing functionalities, and performing data analysis and visualizations to optimize learning and engagement.

Research Experimental Design Data Analysis Data Visualization Python Machine Learning Educational Technology Collaboration

Current

Solution and Development Engineer

Current

Finbuzz

Jul 2024 - Present (1 year 2 months)

Designed and implemented AI-enabled solutions including a dynamic record comparison system for employee data validation and a Gen-AI bank statement processing pipeline that reduced manual processing from hours to seconds.

Generative AI NLP Data Extraction Python AWS Vector Databases Prompt Engineering Automation)

Graduate Trainee - Data Analytics

Minfy Technologies

Sep 2022 - Jun 2024 (1 year 9 months)

Built Generative AI and Big Data solutions on AWS/Azure (Bedrock, OpenAI, LangChain) for enterprise use cases including Q&A systems, email/ticket interpretation, chatbots, and analytics for clients like MetLife and BookMyShow.

AWS Azure Lang Chain LLMs)RAG Vector Databases Big Data Analytics Prompt Engineering

Big Data Analytics Intern

Strateq Group

Mar 2022 - Jul 2022 (4 months)

Supported cloud migration and transformation of legacy analytics systems, performing data cleaning, user testing, dashboarding, and participating in workshops for cloud upgrades and dataset analysis.

Data Cleaning ETL Cloud Migration Dashboarding SQL Python User Testing

Education

Degrees, certifications, and relevant coursework

Asia Pacific University

PhD in Technology, Technology

2024 -

Part-time PhD researching Explainable Generative AI (GenXAI) frameworks to create transparent, trustworthy, and accountable AI systems by integrating explainability throughout the GenAI pipeline.

Asia Pacific University

Master of Science, Data Science and Business Analytics

2023 - 2024

Grade: A+

Completed MSc in Data Science and Business Analytics (dual degree with De Montfort University) with A+ grade and a capstone project approved for publication.

Asia Pacific University

Bachelor of Science (Hons), Computer Science (Data Analytics)

2020 - 2023

Grade: A

Completed BSc (Hons) in Computer Science (Data Analytics) as part of a dual degree with De Montfort University, achieved A grade and received Best Project Award.