AI Engineer, Researcher

Jyoti Pokhrel

Builds production RAG, computer vision, and automation systems. Published in INJET, currently shipping AI products at SkinPal AI.

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Portrait of Jyoti Pokhrel in formal attire at an event

01

About

Full-stack AI engineer shipping from research concept to deployed product. Work centers on retrieval, computer vision, and workflow automation, with published research in INJET and product delivery at SkinPal AI.

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)

02

Experience

AI Engineer

SkinPal AI, 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, Remote

  • End-to-end ML projects across computer vision, generative modeling, and signal processing.
  • MLflow for experiment tracking and model lifecycle management.
Certificate

03

Projects

DO-LEC: Dynamic Obstacle-Aware Largest Empty Circle

Paper

Computational geometry algorithm for dynamic obstacle avoidance. 40% faster via incremental spatial indexing. INJET 2025.

/ Computational Geometry/ Spatial Indexing/ INJET 2025

Repo Explainer

Repo

RAG system that answers questions about any GitHub repo with file-level citations. BM25 + BGE + RRF.

/ RAG/ LangChain/ FastAPI/ Pinecone/ Tree-sitter

Literature Assistant

Repo

Research platform aggregating papers from arXiv, Semantic Scholar, OpenAlex. Clusters with UMAP + HDBSCAN, generates research gap reports.

/ UMAP/ HDBSCAN/ LLM/ D3.js/ FastAPI

Guided Attention Learning for ECG Classification

Repo

ECG classification diagnosis: dataset stratification was stalling accuracy. Fixed from 30-40% to 95.99% (F1: 0.9647).

/ PyTorch/ ECG/ Classification/ Attention

04

Publications

05

Skills

Core

Python, SQL, Git

AI / LLM

LangChain, LlamaIndex, RAG, pgvector, PyTorch, scikit-learn

Backend & Data

FastAPI, PostgreSQL, MongoDB, Docker, MLflow

Infra

Linux, GitHub Actions, AWS/GCP

06

Achievements

  • Cohort 5, Aspire Leaders Program, Harvard Business School (2025)
  • Selected for NAAMII AI Hackathon at 2nd AI in Health Africa Conference
  • Women in Data Conference 2025, full travel and accommodation scholarship
  • IDEATHON FemTech Category, 1st Runner-Up

07

Contact

Open to remote AI engineering opportunities, research collaborations, and product-focused roles.

jyotipokhrelwork@gmail.com
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