Pouria Nikvand

Machine Learning Engineer

Data Scientist

Freelancer

Python Developer

Pouria Nikvand

Machine Learning Engineer

Data Scientist

Freelancer

Python Developer

About Me
    • As a Certified Python Developer with a 4-year journey in the field, I bring a dash of specialized expertise in Machine Learning (ML) and MLOps to the table. 🤓👾
    • My knack for envisioning and executing end-to-end ML solutions is backed by a robust set of analytical and critical thinking skills that fuel innovation. 🤯
My Services
NLP Services

Developing The NLP/NLU services such as:

  • Chat Bot
  • Topic Detection
  • Sentiment Analysis
  • and etc.

Using classic and modern deeplearning methods.

Web App Development

Developing Web Services as a Backend Developer:

  • Rest APIs
  • Websites
  • and etc.

 

Using web frameworks such as Tornado, Flask, Django

AI R&D

Researching new fields & Development in the field of AI as a Data Scientist for special need of yours.

 

Incorporating & Integrating the data into your products.

Data Engineering

Gathering and Preparing the data for analysts and data scientists. Performing services such as:

  • Crawling
  • Data Analyzing
  • Data Cleansing
Pricing
Basic
$ 30 hour
  • Research the field
  • Model implementation
  • Test module implementation
  • Restful api implementation 
  • Dockerizing services
Pro
$ 50 hour
  • Research the field
  • Model implementation
  • Test module implementation
  • Restful api implementation 
  • Dockerizing services
Testimonials
Fun Facts
Extraverted, Intuitive, Feeling, Judging, Assertive Personal traits
No awards won yet and Not needed either
+999 Cups of Coffee, and can't discover the taste
+100 interview of NLP & ML developer as interviewer
Resume
Education
Fall 2017 - Fall 2020
Shahid Beheshti University
Iran, Tehran

Master's Degree in Artificial Intelligence

Fall 2012 - Spring 2016
Shahid Beheshti University
Iran, Tehran
Fall 2007 - Spring 2012
Salam High School
Iran, Tehran
Resume
Experience
May 2022 - Present
Machine Learning Engineer
Tapsell
  • Maintenance, monitoring, and support for ongoing NLP projects, involving the use of monitoring tools for review graphs like Grafana.
  • Maintenance, monitoring, and support for the ongoing machine learning service project. This entails utilizing tools like Argo Workflow, MLflow, and standard monitoring tools.
  • Developing API for online CVR estimation and prediction using trained models with Tornado web framework. 
  • Developing the primary project focused on designing the machine learning service, including setting up the necessary infrastructure to utilize models created by the data and algorithm team.
  • Developing a high-level interface for defining and managing workflows using Argo an Hera Workflow to Construct and submit experimental workflows.
Aug 2021 - May 2022
Natural Language Processing Engineer
Tapsell
  • Participating in scrapping websites and content extraction based on keyword and content layouts.
  • Participating in Topic Detection for ads. suggestion based on user behavior and website content.
  • Developing web services using Flask and fast API for extracting topics and keywords, which helps in users and customers panel and also content revenue optimization team.
  • Full responsibility for developing APIs, testing, deploying, and monitoring the projects.
Feb 2020 - Oct 2021
Machine Learning Engineer
Shaya Smart solution

Development and improvement of artificial intelligence modules for different projects according to the needs and requests of customers.

The Projects were : 

  • Kavan - I was responsible for developing modules such as Topic Detection, NER, Sentiment Analysis, etc., in the Persian language.
  • Zarrebin - I was responsible for developing modules such as Spell-Checker, Auto-Complete, Query Expansion, Ranking, in the Persian Search Engine.
Apr 2021 - Dec 2021
Lab Manager & Research Assistant.
SBU NLP Lab
  • Helping Master students to identify and define a vision for success and create professional growth.
  • Developing the required roadmap and strategies for projects in the Lab
  • Leading a technical team to achieve related targets
Nov 2020 - Dec 2021
Research Assistant
SBU NLP Lab
  • Participating in projects such as launching fundamental tools for processing Persian language and also holding events in the field of natural language processing.
  • Launching Humor Detection and Dialogue Act Detection Project.
  • Participating in “conversion of informal language to formal language” Project.
  • Participate in the maintenance and management of NLP LAB servers.
Fall-Winter 2019-2020
NLP Teaching Assistant
Shahid Beheshti University
  • Teacher Assistant of the "Natural Language Processing" course, Dr. Mehrnoosh Shamsfard, for Ph.D. and MS students.
Winter-Spring 2019
Deep Learning Teaching Assistant
Shahid Beheshti University
  • Teacher Assistant of the "Deep Learning" course, Dr. Mohammad Hadi Bokaei, for Ph.D. and MS students.
  • Teaching Python and how to code clean and correctly.
  • Teaching basic libraries like numpy, pandas, matplotlib and also deep learning libraries such as TenesorFlow and Keras.
Jun 2016 - Oct 2017
SQL Server Technical Support
UltraDataSoftware
  • Participating in the startup and deployment team. Setting up VMware and ESXi in windows server 2008 and 2016.
  • Support client datacenter on SQL Server and provide custom changes and reports on Report Server
Technical Skills
Data Science
  • Python
  • Deep learning​
  • Machine Learning
  • Tensorflow​
  • Pytorch
  • Transformers​
  • Spacy​
Task Moderation
  • Jira
  • Confluence
  • Agile Programming
  • Scrum Methodology
  • Time tracking SWs
VIRTUALIZATION
  • Docker
  • VMware
Source Control
  • Git
  • SVN
Database
  • MongoDB
  • MySQL
  • Redis
WEB FRAMEWORKS
  • Flask
  • Tornado
  • FastAPI
Automation
  • Gitlab
  • Jenkins
Monitoring
  • Prometheus
  • Grafana
  • Sentry
Familiar With
  • Elasticsearch
  • Kibana
  • Scrapy
Scripting
  • Python
  • Java
  • Shell
Soft Skills
  • Active listening
  • Public speaking
  • Problem-solving
  • Teamwork
  • Leadership
  • Effective communication skills
Languages
  • Persian (Native)
  • English (Professional working proficiency)
Nice Quotes
People confuse the researchers' work with magic, but in reality it's a lot of hard work.
Peter Stone
Peter Stone
Professor of Computer Science
Works
Tapsell
Data Analysis, NLP
iKavan
Audio Processing, Image & Video Processing, NLP
Awards
Licenses
Sep 2020
Browser-based Models with TensorFlow.js
Coursera
Aug 2020
Version Control with Git
Coursera
May 2020
Deep Learning Specialization
Coursera
Nov 2019
Advanced Python Programming and Object-Oriented Thinking Course
Quera
Aug 2018
Advanced Deep Learning
Part AI Research Center
Sep 2016
Contribution to the AUT-DFG
Amirkabir University of Technology - Tehran Polytechnic
Jul 2016
Network+
Tehran Institute of Technology
May 2016
Practical Fundamental Analysis In Stock Market
Tehran Institute of Technology
Mar 2016
Principal of Investment Management in Financial Market
Tehran Institute of Technology
Nov 2010
The Amirkabir Robotics and Artificial Intelligence Technology Festival
Amirkabir University of Technology - Tehran Polytechnic
Apr 2010
RoboCup IranOpen 2010
Islamic Azad University (IAU)- دانشگاه آزاد اسلامی
Publications
Sep 23, 2019
Surveying Denitrification Efficacy in Up-Flow Packed Bed Bioreactor Operated under Heterotrophic Condition Using Autotrophic Bacteria
Journal of Environmental Health and Sustainable Development
Get in Touch
  • Freelance: Available
  • Address: Tehran, Iran
  • Phone: IR98 935-34-97-381
  • Email: pourianikvand [at] gmail .com