~$whoamiPrakrit Timilsina

AI Engineer

AI Engineer — Generative AI, LLMs, RAG Pipelines, Agentic Frameworks

AI Engineer with hands-on experience building and deploying generative AI solutions using LLMs, RAG pipelines, and agentic frameworks. Currently pursuing Masters in AI at FAU Erlangen-Nürnberg. Published researcher in LLM architecture with strong Python and PyTorch background.

Masters Student at FAU | Open for opportunities
Erlangen, Germany
Prakrit Timilsina

Education

Masters in Artificial Intelligence

Friedrich-Alexander-Universität (FAU) Erlangen-Nürnberg
Erlangen, Germany
Apr 2026 – Present
Focus: Artificial Intelligence and Machine Learning

B.Tech in Computer Science & Engineering

Vellore Institute of Technology (VIT)
Vellore, India
2020 – 2024
Major: Computer Science
Thesis: Efficient Collaboration of Pre-trained LLMs using Weighted Linear Merging

Experience

AI Developer

Dec 2023 — Apr 2025

GenAI Pipeline Development: Designed and deployed a production RAG system using LangChain, vector databases, Gemini and Vertex AI to automate resolution of queries across 300+ heterogeneous data sources.

Agentic Workflow Automation: Built LangGraph-based agents for automated data classification and error analysis; iterated on model behaviour and prompt logic to improve output reliability.

Code Quality & Maintenance: Maintained production-grade Python codebases, including debugging, refactoring, and writing documentation to support ongoing development and knowledge sharing.

LangChainLangGraphRAGGenerative AIGeminiVertex AIVector DBsPython

AI Intern

THINK 4 TECH·Kathmandu, Nepal
Apr 2023 — Sep 2023

Developed and deployed LLM-based agents in Python for international clients; participated in code review, testing, and debugging throughout the development cycle.

Designed structured test suites to validate AI model outputs across edge cases; documented results and failure modes to support iterative improvement.

PythonLLM AgentsCode ReviewTestingDebugging

Research & Publications

Technical Skills

Python
Python
Advanced
PyTorch
PyTorch
Advanced
HuggingFace Transformers
HuggingFace Transformers
Advanced
LangChain
LangChain
Advanced
LangGraph
LangGraph
Advanced
FAISS
FAISS
Advanced
Scikit-learn
Scikit-learn
Advanced
TensorFlow
TensorFlow
Intermediate
OpenAI API
OpenAI API
Intermediate
Docker
Docker
Intermediate
Google Cloud
Google Cloud
Intermediate
FastAPI
FastAPI
Intermediate
Git
Git
Intermediate
Linux
Linux
Intermediate

Certifications

Contact

location
Erlangen, Germany