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AYUSH DEYAD
Open to opportunities

AYUSH DEY

@ayushdey

SAP IS-U FI-CA Consultant with AI annotation expertise in NER, LLM evaluation, data labeling, QA, and prompt engineering.

India
Message

What I'm looking for

I’m looking for remote or freelance work that blends SAP FI-CA quality with AI/ML data annotation and evaluation—especially NER/sentiment datasets, LLM hallucination detection, and rigorous QA/UAT-style validation. I want projects with clear guidelines and measurable quality standards.

I'm a Computer Science graduate and SAP IS-U FI-CA Consultant at Tata Consultancy Services (TCS), where I work on contract accounting, data validation, functional testing, business process analysis, and client support for utilities projects. My experience has strengthened my analytical thinking, attention to detail, and ability to work with complex, rule-based systems.

Alongside my professional role, I've built a portfolio focused on AI data annotation and model evaluation. I have completed projects involving Named Entity Recognition (NER) dataset creation, LLM hallucination detection, sentiment analysis dataset curation, prompt engineering, and AI response evaluation. These projects involved creating annotation guidelines, performing manual quality assurance, measuring consistency, and evaluating model outputs for factual accuracy and quality.

I enjoy working at the intersection of AI and data quality, where careful human judgment improves machine learning systems. I'm particularly interested in NLP, prompt engineering, RLHF, AI model evaluation, and data annotation. I continuously learn new AI tools and best practices while expanding my portfolio with real-world projects.

I'm currently looking for remote opportunities in AI Data Annotation, AI Training, Prompt Engineering, LLM Evaluation, Data Quality, and SAP Functional Consulting. I value accuracy, clear communication, and continuous learning, and I enjoy collaborating with distributed teams to solve challenging problems.

Experience

Work history, roles, and key accomplishments

TS
Current

SAP IS-U FI-CA Consultant

Tata Consultancy Services

Jan 2024 - Present (2 years 6 months)

Configured and supported SAP IS-U FI-CA contract accounting processes for utilities clients, including billing-to-cash flows and contract account data validation. Performed data validation and reconciliation, designed rule-based logic for automated processing/exception handling, and executed QA, functional testing, and UAT while tracking defects.

SE
Current

NLP Dataset & Model Eval

Self-Directed

Jan 2024 - Present (2 years 6 months)

Built and quality-checked an NER dataset (6 entity types) and applied manual QA for labeling consistency. Evaluated LLM outputs for factual accuracy by designing an hallucination-flagging rubric, curated a sentiment dataset, and developed a prompt engineering portfolio with documented prompt patterns and output quality comparisons.

Education

Degrees, certifications, and relevant coursework

Maulana Abul Kalam Azad University of Technology (MAKAUT) logoMM

Maulana Abul Kalam Azad University of Technology (MAKAUT)

Bachelor of Technology, Computer Science & Engineering

Completed a B.Tech in Computer Science & Engineering from MAKAUT (2024).

Tech stack

Software and tools used professionally

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