Open to opportunities

Aayush Adhikari

@aayushadhikari1

AI/ML engineer building NLP, generative AI, knowledge graphs, and production-ready pipelines with measurable business impact.

Nepal

Message

What I'm looking for

I’m looking to build NLP/Generative AI systems and data/knowledge-graph pipelines end-to-end—turning raw data into production-grade models and scalable APIs, ideally where measurable impact, clean engineering, and fast iteration are valued.

I’m an AI/ML engineer focused on “Data Science, Data Engineering, and Generative AI,” building end-to-end pipelines from raw data ingestion to production-grade models, knowledge graphs, and scalable APIs.

In recent work, I developed speech assessment and evaluation systems using tools such as Montreal Forced Aligner (MFA), Goodness of Pronunciation (GOP), and Praat, then built automated evaluation systems for K–12 and university-level exams across multiple subjects and languages.

I’ve also fine-tuned HyperCLOVA models using SFT and DPO pipelines for education and evaluation tasks, and I built compliance-checking systems to validate formatting, evaluation constraints, and assessment standards—especially for high-stakes university exams and multilingual content.

My research and engineering experience extends to data engineering ETL workflows, churn prediction with an exponential decay model, and knowledge-graph evaluation for a Multi-Agent Medical Scribe project—backed by building components like KG utilities (Neo4j/RDFLib/SPARQL) and FastAPI-backed recommendation services.

Experience

Work history, roles, and key accomplishments

Current

NSDevil

Current

North Star Developers' Village

Jul 2025 - Present (1 year)

Worked on speech assessment and evaluation systems using tools such as MFA, GOP, and Praat. Developed automated evaluation, fine-tuned an educational LLM, and built compliance checking for university examinations.

Speech Scoring Montreal Forced Aligner (MFA)Goodness Of Pronunciation (GOP)Praat HyperCLOVA 3B Compliance

Research Assistant and General Engineer

TimeAI

May 2025 - Mar 2026 (10 months)

Built data engineering pipelines for financial and gaming analytics datasets and designed ETL workflows for downstream ML consumption. Developed an exponential decay churn prediction model and contributed to full-stack development and analytics infrastructure.

ETL Data Engineering Machine Learning Churn Modeling Full Stack Developer Analytical Infrastructure

Data Science & Research Fellow

Fellowship.AI (Launchpad)

Apr 2025 - Jul 2025 (3 months)

Led knowledge graph development and evaluation for the Multi-Agent Medical Scribe project. Worked on clinical data compliance (HIPAA).

Knowledge Graphs Multi Agent Systems Medical Scribe HIPAA compliance Clinical Compliance

STEM Educator & Computer Instructor

Multiple Educational Institutions

Apr 2016 - Jan 2022 (5 years 9 months)

Taught Physics, Chemistry, Mathematics, and Computer Science to grades 6–12. Developed computer curriculum covering programming fundamentals, data analysis, and software applications.

Teaching Physics Chemistry Mathematics Computer Science Education Computer Science Fundamentals Data Analysis Curriculum Development Applications

Frontend Developer

Mitra Consultancy

Jan 2025 - Present (1 year 6 months)

Implemented client websites from design to code and collaborated with UI/UX designers and a project manager to deliver pixel-perfect results. Worked on projects including InnovateTN and FortFront.

Education

Degrees, certifications, and relevant coursework

Institute of Engineering (IOE), Paschimanchal Campus

Bachelor of Engineering, Computer Engineering

2021 - 2025

Activities and societies: Academic projects: Khata Sabaiko (digital bookkeeping), SeTRails (social media for foodies), Travel Booking System.

Bachelor of Engineering in Computer Engineering at IOE Paschimanchal Campus (2021–2025). Completed coursework in data structures, ML, databases, software engineering, networks, OS, AI, and digital signal processing, along with academic projects such as digital bookkeeping, social-media, and travel booking systems.