MKMarkosh KarkiAI Engineering Portfolio
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Projects

Practical systems across AI, data, and modern web engineering.

Filter by category to review work relevant to AI engineering, machine learning, data science, web products, and research-oriented exploration.

CompletedAI

Intelligent Resume Matcher

An NLP-assisted tool that compares resumes with job descriptions and highlights skill gaps for early-career candidates.

Pythonscikit-learnFastAPINext.js
Code DemoDetails
ResearchData Science

Nepal Energy Demand Forecasting

A time-series forecasting study for electricity demand trends using weather, seasonality, and historical consumption features.

PythonPandasProphetMatplotlib
CodeDetails
In ProgressML

ML Experiment Tracker

A lightweight dashboard for comparing model runs, metrics, datasets, parameters, and notes during small ML experiments.

Next.jsTypeScriptSQLitePython
Code DemoDetails
In ProgressAI

Academic Paper Summarizer

A research assistant interface for extracting structured summaries, methods, datasets, and limitations from technical papers.

Next.jsTypeScriptPythonLangChain
CodeDetails
CompletedWeb

Data Portfolio Dashboard

A polished analytics dashboard template for presenting datasets, KPIs, charts, and project explanations in one place.

Next.jsTypeScriptRechartsTailwind CSS
Code DemoDetails
ResearchResearch

Medical Image Classification Study

A cautious research prototype exploring CNN-based classification workflows, evaluation metrics, and model limitations.

PythonPyTorchtorchvisionJupyter
CodeDetails

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