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December 5, 2021 03:22
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| { | |
| "meta": { | |
| "version": "v1.0.0", | |
| "canonical": "https://github.com/jsonresume/resume-schema/blob/v1.0.0/schema.json" | |
| }, | |
| "basics": { | |
| "name": "Arash Behmand", | |
| "label": "Data Scientist", | |
| "email": "[email protected]", | |
| "phone": "(+44) 759 3359 776", | |
| "location": { | |
| "countryCode": "UK", | |
| "city": "Edinburgh", | |
| "address": "Edinburgh, UK" | |
| }, | |
| "profiles": [ | |
| { | |
| "network": "github", | |
| "username": "arashbehmand", | |
| "url": "https://github.com/arashbehmand" | |
| }, | |
| { | |
| "network": "linkedin", | |
| "username": "arash-behmand", | |
| "url": "https://www.linkedin.com/in/arash-behmand/" | |
| } | |
| ], | |
| "summary": "I'm a Data Scientist with four years of experience at Divar, Iran's top classified ads network with over <i>20 million</i> monthly active users, where <b>Python</b>, <b>PySpark</b> and <b>SQL</b> were my daily drivers. I believe I am competent in maths and programming, as I've been coding since the Intel Pentium 200 period. After recently relocating to Edinburgh, I am seeking new opportunities." | |
| }, | |
| "work": [ | |
| { | |
| "position": "Business Data Analyst", | |
| "company": "Divar", | |
| "name": "Divar", | |
| "startDate": "2020-04-01", | |
| "endDate": "2021-09-01", | |
| "location": "Iran", | |
| "summary": "Divar is one of Iran's five leading tech firms. During my four years at Divar, our user base grew from 2M to 20M+. I started as a data scientist and moved to data engineer and data analyst roles based on the company's needs and my preferences.", | |
| "highlights": [ | |
| "Resolved a significant financial dispute by collecting and analysing transactions data, aiding technical teams to block fraudulent activities saving company <i>$20000</i> per month.", | |
| "Conducted efforts of a team on detection of fraud related web crawlers, resulting in a <i>40%</i> reduction in reported phishing scams.", | |
| "Collaborated with the product team to explore the recruitment market, leading to establishing a new business line for jobs & hiring.", | |
| "Compiled extensive business reports for annual PR reports and stakeholders." | |
| ] | |
| }, | |
| { | |
| "position": "Data Scientist", | |
| "company": "Divar", | |
| "name": "Divar", | |
| "startDate": "2019-07-01", | |
| "endDate": "2020-04-01", | |
| "location": "Iran", | |
| "highlights": [ | |
| "Built a high-accuracy machine learning model for detecting fraudulent users using embedded user posts' data, resulted in a <i>32%</i> reduction in reported scams.", | |
| "Mentored junior data scientist during their internship period.", | |
| "Participated in Hiring process, by performing phone screenings and interviews." | |
| ] | |
| }, | |
| { | |
| "position": "Data Engineer", | |
| "company": "Divar", | |
| "name": "Divar", | |
| "startDate": "2018-10-01", | |
| "endDate": "2019-07-01", | |
| "location": "Iran", | |
| "highlights": [ | |
| "Implemented <b>ETL</b> pipelines to collect data from various data sources (<b>PostgreSQL</b>, <b>MongoDB</b>, <b>Kafka</b>, Server logs, etc).", | |
| "Increased the stability and throughput of data processing infrastructure by implementing fault monitoring, analyzing, and adapting to requirements (<b>Spark</b>, <b>Airflow</b>, <b>HDFS</b>, <b>FluentD</b>, <b>Kafka</b>, etc.).", | |
| "Deployed/Maintained various machine learning models on <b>K8s</b>/<b>docker</b>/<b>VM</b> for production use." | |
| ] | |
| }, | |
| { | |
| "position": "Data Scientist", | |
| "company": "Divar", | |
| "name": "Divar", | |
| "startDate": "2017-07-01", | |
| "endDate": "2018-08-01", | |
| "location": "Iran", | |
| "highlights": [ | |
| "Contributed to redesigning the search algorithms using a new key extraction and polymorphism detection method, which led to a 4% reduction of search bounce.", | |
| "Constructed a model for detecting advert features (e.g., number of bedrooms, vehicle type) from text using active learning and natural language processing, improving search results." | |
| ] | |
| }, | |
| { | |
| "position": "Software Engineer", | |
| "company": "PAE Co.", | |
| "name": "PAE Co.", | |
| "startDate": "2015-01-01", | |
| "endDate": "2016-01-01", | |
| "location": "Iran", | |
| "summary": "PAE Co. was an educational technology and school automation firm. I worked part-time for PAE for a short time and finished the company's most profitable project. I built optical mark recognition (OMR) software that is used in over 40 schools to process tests with near-zero errors." | |
| }, | |
| { | |
| "position": "Embedded System Engineer", | |
| "company": "Arsheh jaam-e-jam", | |
| "name": "Arsheh jaam-e-jam", | |
| "startDate": "2014-08-01", | |
| "endDate": "2016-05-01", | |
| "location": "Iran", | |
| "summary": "Arshe Jaam-e-jam is Iran's largest distributor of electronic pianos. As part of the R&D team, I helped create the world's first piano compatible with Persian music steps." | |
| }, | |
| { | |
| "position": "Full Stack Web Developer", | |
| "company": "Freelancer", | |
| "name": "Freelancer", | |
| "startDate": "2010-01-01", | |
| "endDate": "2021-01-01", | |
| "location": "Iran", | |
| "summary": "Worked on many freelance web development projects throughout the years." | |
| } | |
| ], | |
| "education": [ | |
| { | |
| "studyType": "MSc", | |
| "area": "Artificial Intelligence", | |
| "institution": "Sharif University of Technology", | |
| "startDate": "2012-01-01", | |
| "endDate": "2015-01-01" | |
| }, | |
| { | |
| "studyType": "BSc", | |
| "area": "Electrical Engineering - Control Engineering", | |
| "institution": "Amirkabir University of Technology", | |
| "startDate": "2009-01-01", | |
| "endDate": "2012-01-01" | |
| } | |
| ], | |
| "skills": [ | |
| { | |
| "keywords": [ | |
| "Mathematics", | |
| "Statistics", | |
| "Machine Learning", | |
| "Deep Learning", | |
| "Machine Vision" | |
| ] | |
| }, | |
| { | |
| "keywords": [ | |
| "Data analysis", | |
| "Problem Solving", | |
| "Storytelling", | |
| "Eye for details" | |
| ] | |
| }, | |
| { | |
| "name": "Languages", | |
| "keywords": [ | |
| "Python", | |
| "Javascript", | |
| "C++" | |
| ] | |
| }, | |
| { | |
| "name": "Frameworks", | |
| "keywords": [ | |
| "PySpark", | |
| "Pandas", | |
| "Sklearn" | |
| ] | |
| } | |
| ] | |
| } |
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