B.Sc. Computer Science and Information Technology
Soch College of IT, Pokhara
7th Semester, GPA 3.4/4.0, Batch Topper (2nd and 3rd Sem)
Jyoti Pokhrel / AI Engineer, Researcher
Applied AI researcher who turns open questions into working systems: agentic AI, RAG, LLM evals and multimodal models.
About
Full-stack AI engineer working across retrieval, computer vision and workflow automation.
The thread is practical research: take a paper-shaped idea, test the system boundary, then ship the smallest reliable product surface.
Education
Microdegree in AI
Fusemachines 2025
Nepal AI School, NAAMII, Dec 2025
Experience
Applied AI Research Intern
Ninebar
Singapore, Remote
- 5 proofs of concept in 6 weeks, each taken from an open research question to a working demo.
- Benchmarked 4 graph and semantic store setups on identical, checksum-frozen inputs, with a lossless round-trip test as the pass gate.
- Natural-language to Cypher agent that checks every generated query against the live schema before running it read-only. Judged on 75 expert-written questions.
- Vision-LLM chart extraction that keeps page text on-device, sends only chart crops to the model, and checks each series against its printed average within 2%.
AI Engineer Trainee
SkinPal AI
Nepal, Remote
- Acne detection CV model with real-time inference on user photos. OpenCV.
- TikTok content pipeline: trending video discovery, script generation, auto-captioning.
- Reddit AI agent for zero-touch community outreach. Identifies threads, drafts contextual responses.
AI Fellow
Fusemachines
Nepal, Remote
- 10+ end-to-end ML projects across computer vision, generative modeling and signal processing.
- MLflow on every project, from tracked experiment runs to deployment-ready models.
Selected Work
Each one can be inspected: a paper, a repository, or a measured result.
01 Global IME AI/ML Hackathon 2026 · 2nd Runner-Up
Automated Lending Lifecycle, Multi-Agent System
A LangGraph multi-agent system that automates document verification, alternative income estimation, explainable credit scoring and NRB compliance for 100K+ underserved applicants. R² 0.938 on income, 0.965 on credit score, 0.803 AUC on default risk.
LangGraphMulti-agentXGBoostSHAP
02 Repo ↗
Repo Explainer
Codebase Q&A on hybrid retrieval: BM25 and BGE embeddings fused with Reciprocal Rank Fusion. AST-aware chunking with tree-sitter across 7 languages, served with FastAPI, Pinecone and Render.
RAGBM25BGETree-sitterFastAPIPinecone
03 Repo ↗
Literature Assistant
Research assistant that pulls papers from arXiv, Semantic Scholar and OpenAlex, clusters them with UMAP + HDBSCAN, and surfaces themes and research gaps in a D3 map.
UMAPHDBSCANLLMD3.jsFastAPI
04 Paper ↗
DO-LEC: Dynamic Obstacle-Aware Largest Empty Circle
An algorithm for dynamic obstacle environments with a 40% speedup over an O(n²) baseline, using incremental spatial indexing. Published in INJET 2025.
Computational GeometrySpatial IndexingINJET 2025
Research & Writing
Skills
01
Core
- Python
- SQL
- Git
02
AI / LLM
- LangChain
- LlamaIndex
- RAG
- pgvector
- PyTorch
- scikit-learn
03
Backend & Data
- FastAPI
- PostgreSQL
- MongoDB
- Docker
- MLflow
04
Infra
- Linux
- GitHub Actions
- AWS/GCP
Recognition
- 01 Cohort 5, Aspire Leaders Program, Harvard Business School (2025)
- 02 Selected for NAAMII AI Hackathon at 2nd AI in Health Africa Conference
- 03 Women in Data Conference 2025, full travel and accommodation scholarship
- 04 IDEATHON FemTech Category, 1st Runner-Up
Contact
Open to AI engineering and research roles.
Email is the best place to start.
[email protected]