DEEP

Prabesh Pathak

[email protected] | [email protected]
Computer Science Programming Graphics Designing Project Management
That guy from Nepal who loves computers. My other fields of interest include Music, Esports, Travelling, Hiking and Football. My research interests includes web application development, machine learning, data science and visualization.

Skills & Interests

Programming

Python Javascript C++ C

Web Development

ReactJS Node.js Django Express Jquery Mapbox D3 SASS

Cloud and Infrastructure

Amazon Web Services(AWS) Docker

Data Science / Machine Learning

Pandas Tensorflow Keras PyTorch

Database

MySQL PostgreSQL MongoDB

UI/UX

Adobe AI Adobe PS Adobe ID Adobe XD Zepplin GIMP Inkscape

Work Experience

Senecio Corporation

Software Engineering Intern


▪ Built a ReactJS project from scratch and added modules to handle API endpoints.
▪ Added token authentication and built REST API endpoints using Django.
▪ Added a deployment process using docker, postgres and AWS. Used s3 bucket to host frontend and ec2 with CloudFront to host backend server.
▪ Worked under Agile methodology to deliver every week with weekly reports and discussion.

Stack

Django ReactJS Docker AWS

Bowling Green State University

Research Assistant


▪ Currently researching in the field of Security Vetting of Android Apps using Machine Learning.
▪ Analyzed a huge dataset(~60k) of android apps and implemented static and dynamic analysis for malware detection.
▪ Implemented RNN (LSTM) model to predict malicious and benign app.
▪ Setup AWS architecture to run the framework.
▪ Experimented the model with the dataset of another research paper (MalDozer).
▪ Setup s3fuse mounting to move from EBS to s3.

Stack

Python Keras Tensorflow RNN/LSTM AWS

Togglecorp Solutions Pvt. Ltd.

Co-Founder/Designer/Developer


▪ Established own software company based in Nepal with 3 other partners and worked as a developer and Project lead for various national and international projects. Some notable clients include UNHCR, ACAPS, IFRC, IDMC, World Vision, UKAID, ACLED, etc.
▪ Worked as a Project Lead and frontend developer on DEEP - A semi-automated data analysis and visualization tool developed for the humanitarian community. DEEP’s board and funding sources are comprised of OCHA, ACAPS, OHCHR, JIPS, IFRC, IDMC and UNHCR .The software itself is hosted on web platform with highly scalable database and a full-fledged machine learning server to support data analysis. It is a web-based application that allows the humanitarian analyst to explore the huge database for entry or extraction process.
▪ Worked as a frontend designer to create an interactive dashboard IDMC-MM : Monitoring tool for analysts to monitor the data collected from various media sources. This was built for and is currently being used by IDMC, Geneva. It was built using React JS, Mapbox, HTML/CSS.
▪ Project Manager and Frontend Developer for a project funded by UKAID namely DFID-DVS : Data visualization system for DFID Nepal, which is a department under the Government of UK. I contributed to the interactive dashboard using React JS, Mapbox, HTML/CSS that helped to track DFID activities
▪ Worked as UI/UX developer for a mobile app for android and iOS used for real time Nepali stocks data browsing and visualization tool targeted to investors using React native.
▪ Worked as both backend and frontend developers in building tools for various NGOs and INGOs including ACLED, People in Need, World Vision ▪ Currently researching in the field of Security Vetting of Android Apps using Machine Learning.

Stack

JIRA Python React Mapbox D3 Adobe AI Adobe XD

Office for the Coordination of Humanitarian Affairs (UN - OCHA)

Data Analyst


▪ Assisted in administering and analyzing OCHA’s database during the Nepal earthquake response. The database was composed of data from primary UN sources as well as public sources such as social media and news sources.

Stack

MySQL MS-Excel ESRI

Microsoft Innovation Center

Microsoft Student Partner


▪ MIC Nepal provides students, customers and partners with a comprehensive set of programs and services. I am one of the four MSPs from my college. Our team organized various tech events at my campus. Also ran workshops, hackathons and meetups.
▪ Took C# certification exam and passed.

Stack

dotnet C#

LOCUS

Event Manager


▪ Worked as Event Manager for the 13th National Technological Festival Organized by the LOCUS Committee of Pulchowk Campus. Organized various events such as GIT Workshop, FOSS Workshop, Python Workshop, Hack-a-week, AppQuest, Yomari Code Camp, etc.

TEDxPatan

Technical and Communication Manager


▪ Actively worked in the organizing team of TEDxPatan that organizes the world famous TEDx talks in Nepal. So far organized TEDxPatan 2015, TEDxPatanSalon, TEDxPatanAdventures and TEDxPatan 2016.

Projects

DEEP

View app


▪ DEEP is an intelligent web-based platform offering a suite of collaborative tools tailored towards humanitarian crisis responses.
▪ It includes common analysis workflows and frameworks for thinking using both structured and unstructured, quantitative and qualitative data.
▪ By using a customizable analysis frameworks, users can easily catalog information contained in large amounts of documents and export it to a variety of formats.
DEEP

Stack

Django ReactJS Docker AWS

SIMANA

View app


▪ Small map game for school students
▪ Guess the province/disctrict in the given timeframe
Simana

Stack

Django ReactJS Docker AWS

AUGVENTS

View app


▪ An augmented reality application to locate nearby events in real time.
Augvents

Stack

Node.js ReactJS Postgresql Express

DFID-DVS

View app


▪ Data visualization platform to track DFID activities in Nepal.

Stack

Django ReactJS Docker AWS