PRITAM SAMANTA
Midnapore, WB
Summary
Driven by a results-focused approach, I leveraged my expertise in Python at Perfios Software Solutions to architect and deploy innovative solutions, including multiple web crawling and data processing pipelines, captcha solver models. My collaborative skills and technical acumen have consistently enhanced team productivity and data processing efficiency.
Overview
7
7
years of professional experience
Work History
Senior Member Technical Team
Perfios Software Solutions
04.2023 - Current
- As senior member of team guided team members on designing data sourcing and processing pipelines.
- Collaborated with cross-functional teams on adapting different crawling strategies.
- Analyzed proposed technical solutions based on customer requirements.
- Built ML models using "tensorflow" to crawl "capatcha" protected websites wich reduced dependancy on Data Science team by almost 90%.
- Deployed captcha model on AWS ecs to be used internally by team members in crawlers.
Software Engineer - II
Perfios Software Solutions
04.2022 - 03.2023
- Worked on custom web crawling micro framework and developed 3 utilities for team for improving productivity.
- Conducted code reviews and provided feedback to other team members, resulting in improved code quality and
fewer errors. - Partnered with development team on product development and application support plans.
Software Engineer
Perfios Software Solutions
09.2021 - 05.2022
- Developed multiple high priority web crawling pipelines using python requests and beautiful soup that process high volume data (apporx 15-20 lakhs records per day combined) on daily basis.
- Deployed crawlers on AWS EC2.
- Developed solution to monitor mongodb-cluster on regular basis.
Data Operation Analyst
Instawork
08.2019 - 08.2021
- Developed and implemented automated data scraping and processing workflows (using python scripts), resulting in 60% reduction in manual effort.
- Migrated large number of data from excel based system to NoSQL cloud database.
- Developed, deployed and maintained django based data cleaning and formatting tool that reduced manual efforts of team members by 90%.
- Analyzed and monitored datasets to identify and resolve data quality issues.
Research Associate
Tracxn Technologies
07.2017 - 07.2019
- Gather, arrange, and correct research data to create representative graphs and charts highlighting results for presentations.
- Also distill large amounts of information and produce reports, spreadsheets, and documents outlining key details.
- Performed secondary research on collected data from various sources.
Education
B.Tech - Mechanical Engineering
Camellia Institute Of Engineering
Kolkata, India08.2016
High School Diploma -
Vidysagar Vidyapith
Midnapore05.2012
Skills
- Beautifulsoup
- Scrapy
- Selenium
- Pandas
- Django
- FastAPI
- Flask
- Ariflow
- Tensorflow
- Keras
Languages
English
Advanced (C1)
Bengali
Bilingual or Proficient (C2)
Hindi
Advanced (C1)
Timeline
Senior Member Technical Team
Perfios Software Solutions
04.2023 - Current
Software Engineer - II
Perfios Software Solutions
04.2022 - 03.2023
Software Engineer
Perfios Software Solutions
09.2021 - 05.2022
Data Operation Analyst
Instawork
08.2019 - 08.2021
Research Associate
Tracxn Technologies
07.2017 - 07.2019
B.Tech - Mechanical Engineering
Camellia Institute Of Engineering
High School Diploma -
Vidysagar Vidyapith
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