Deepak Paudel

Data Scientist

https://talent.gravityer.com/deepak-paudel

Natural Language Processing, Machine Learning, Python, Full Stack Developer

Kathmandu

Key Strengths

Demonstrated interest in Natural Language Processing (NLP) through multiple personal projects (NLP, CosineSimilarity, NepaliLemmatizer, TextSimilarity, NepaliNLP).
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebook for data analysis and model development.
Exposure to machine learning concepts (NIDS using GA and SVM).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show initiative and a self-driven learning approach, which can be a positive cultural fit. The focus on NLP and Network Intrusion Detection Systems aligns with analytical and problem-solving roles. However, the lack of team projects or professional experience makes it difficult to fully assess collaboration and broader cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

AI is analyzing your overall score…

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

NepaliLemmatizer

September 23, 2020 – September 24, 2020

Nepali Lemmatizer based on TRIE based and Hybrid Approach

View Project

dpakpdl.github.io

September 18, 2020 – March 9, 2023

Portfolio website with django

View Project

TextSimilarity

August 14, 2020 – September 3, 2020

This repo contains various method of calculating the document similarity. It is one of the most important work in NLP.

View Project

NepaliNLP

May 27, 2019 – February 10, 2020

NepaliNLP

View Project

NLP

April 19, 2019 – April 29, 2019

NLP to analyse two text corpuses

View Project

CosineSimilarity

April 17, 2019 – April 18, 2019

Cosine Similarity between summary and full text

View Project

WebPageLogin

April 16, 2019 – April 19, 2019

Web scrapper to login to a page

View Project

InformationSecurity

March 1, 2019 – March 1, 2019

InformationSecurity — GitHub repository

View Project

NetworkIntrusionDetectionSystem

November 20, 2018 – July 4, 2019

NetworkIntrusionDetectionSystem — GitHub repository

View Project

NIDS

February 2, 2016 – June 6, 2018

Network Intrusion Detection System using GA and SVM

View Project

Key Strengths

Demonstrated interest in Natural Language Processing (NLP) through multiple personal projects (NLP, CosineSimilarity, NepaliLemmatizer, TextSimilarity, NepaliNLP).
Proficiency in Python, a core language for Data Science.
Experience with Jupyter Notebook for data analysis and model development.
Exposure to machine learning concepts (NIDS using GA and SVM).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.

Deepak Paudel

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit