Tilak Parajuli
Kathmandu, Nepal | tilak.parajuli.58@gmail.com | LinkedIn | GitHub | Scholar
AI/ML engineer and researcher working on evaluation reliability: I measure where automated judges fail and build the evaluation gates that decide what reaches a human. I also own production for a multi-service agent platform on AWS.
Publications
Neither Blinding Nor a Jury, Neither Capability Nor Strategy: What Brings a Verifier to Reliability
Which Verifier Catches What? Mapping Error Severity to Verifier Strategy in Multi-Agent LLM Pipelines
Experience
Data Scientist / AI Engineer · Climate Clean Solutions & LowPropTax
AI/ML Research Fellow · Fusemachines Nepal
RPA Developer · Quickfox Consulting
AI Research Intern · NAAMII
Details on the Work page.
Skills
- Evaluation & Security
- LLM-as-judge evaluation, AI safety, threat modeling, least-privilege IAM, secrets management, auth hardening, PHI handling
- Cloud & Infrastructure
- AWS (ECS Fargate, Lambda, API Gateway, SQS/SNS, S3, ECR, CloudWatch, IAM, Secrets Manager, SSM, PrivateLink, Route 53), Terraform, Docker, MongoDB Atlas, DuckDB, Parquet
- CI/CD & Release
- GitHub Actions (OIDC to AWS, matrix builds, per-service test baselines, release manifests, image promotion by digest), permission simulation before deploy
- LLM Engineering
- RAG (Pinecone, Qdrant), fine-tuning (LoRA/PEFT), multi-agent systems, DeepInfra, Anthropic API, LangGraph, per-request cost accounting, PyTorch
- Backend & Data
- Python, FastAPI, Pydantic, pytest, boto3, SQS consumers with idempotency, structured logging, PostgreSQL, Redis, SQL, Bash, TypeScript
Education
B.Sc. in Computer Science and Information Technology, 78/100, First Division with Distinction Bhaktapur Multiple Campus, Tribhuvan University · Dec 2019 to Oct 2024
Honors and Certifications
- Full Scholarship, Annual Nepal AI School (ANAIS 2025). 11-day research program
- AI Fellow, Fusemachines AI Fellowship, Microdegree in AI (Apr to Dec 2025). Full scholarship; ML, DL, generative AI, CV, NLP and MLOps
- AI Agents and Agentic AI with Python and Generative AI, Vanderbilt University via Coursera (2025)
- Level II Python Certification, Robocorp (2025)