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Albert Martirosian
Kraków, Lesser Poland, Poland
[email protected]
As a senior Backend Developer with over 7 years of expertise, I specialize in AI applications, seamlessly integrating advanced NLP and LLM technologies. My proficiency spans notable platforms and models such as OpenAI, LangChain, LlamaIndex, Pinecone, and various open-source LLMs, ensuring versatile and innovative development approaches. My skills extend to Computer Vision, where I adeptly handle Face Recognition, OCR, and CBIR, alongside comprehensive experience in Web Scraping using Scrapy, Selenium, BeautifulSoup, and Playwright. This is complemented by a strong foundation in back-end development across Django, Flask, FastAPI in Python, and Node.js, allowing me to contribute robust, scalable solutions across multiple industries.
Work Experience
Backend Developer • Ticket TakeDown LLC
March 2024 - December 2024 | Remote, United States
- Developed 30+ automated web scraping solutions, providing 100k+ data records from court websites everyday.
- Designed and deployed the data pipeline and automation flow using Apache Airflow, reducing data processing time by 50%.
- Developed scalable APIs using FastAPI framework for customer consultant website, processing 20k+ requests per hour.
- Contributed to data analysis system utilizing LLMs, providing 10+ new insights of user requests and increasing the winning rate by 10%.
AI Developer • TalkHealth
July 2022 - February 2024 | Remote, United States
• Implemented a facial recognition system using deep learning frameworks such as OpenCV and TensorFlow, achieving a recognition accuracy of 98%, enhancing security measures and streamlining access control processes.
• Contributed to a Healthcare Chatbot solution leveraging OpenAI GPT-4, LangChain and Pinecone, resulting in 40% user engagement increasement.
• Combined legacy automation tools with CV technologies like OCR and Object Detection for document processing, increased processing time by 80% ensuring 90% accuracy.
• Developed various medical record analysis systems, generating new insights of medical records and enhancing the chatbot's knowledge base by 20%.
Python Developer • Netguru
June 2019 - July 2022 | Taipei, Taiwan
- Developed and implemented Python-based web scraping scripts using libraries such as BeautifulSoup and Selenium, extracting over 1 million data points per day from various sources, resulting in a 60% increase in data availability for analysis.
- Utilized advanced algorithmic optimizations and parallel processing techniques with celery to process large datasets, reducing computation time by 60% and enabling real-time data analysis for improved decision-making.
- Implemented advanced data cleaning and preprocessing techniques using Pandas and NumPy, resulting in a 30% reduction in data errors and inconsistencies.
- Designed and implemented automated data visualization dashboards using Python libraries such as matplotlib and seaborn, providing stakeholders with real-time insights and reducing reporting time by 50%.
Backend Developer • SoftwareMill
June 2017 - June 2019 | Taipei, Taiwan
- Successfully implemented a microservices architecture using Python and Flask, resulting in a 50% reduction in response time and improved scalability for handling over 100,000 concurrent requests.
- Developed and integrated a robust caching mechanism using Redis, resulting in a 70% reduction in database queries and a 30% improvement in application response time.
- Collaborated with a cross-functional team to integrate third-party APIs, such as payment gateways and social media platforms, into the backend system, enhancing functionality and driving a 25% increase in user engagement, ultimately boosting sales conversion rates and revenue growth.
Education
University of Warsaw
Computer Science • 2014 - 2017
Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.
Skills
- Artificial Intelligence (AI)
- Data Engineering
- Python
- Web Scraping
- Django
- FastAPI
- Flask
- Celery
- MySQL
Languages
- English — Professional
Albert Martirosian
Kraków, Lesser Poland, Poland
[email protected]
As a senior Backend Developer with over 7 years of expertise, I specialize in AI applications, seamlessly integrating advanced NLP and LLM technologies. My proficiency spans notable platforms and models such as OpenAI, LangChain, LlamaIndex, Pinecone, and various open-source LLMs, ensuring versatile and innovative development approaches. My skills extend to Computer Vision, where I adeptly handle Face Recognition, OCR, and CBIR, alongside comprehensive experience in Web Scraping using Scrapy, Selenium, BeautifulSoup, and Playwright. This is complemented by a strong foundation in back-end development across Django, Flask, FastAPI in Python, and Node.js, allowing me to contribute robust, scalable solutions across multiple industries.
Work Experience
Backend Developer • Ticket TakeDown LLC
March 2024 - December 2024 | Remote, United States
- Developed 30+ automated web scraping solutions, providing 100k+ data records from court websites everyday.
- Designed and deployed the data pipeline and automation flow using Apache Airflow, reducing data processing time by 50%.
- Developed scalable APIs using FastAPI framework for customer consultant website, processing 20k+ requests per hour.
- Contributed to data analysis system utilizing LLMs, providing 10+ new insights of user requests and increasing the winning rate by 10%.
AI Developer • TalkHealth
July 2022 - February 2024 | Remote, United States
• Implemented a facial recognition system using deep learning frameworks such as OpenCV and TensorFlow, achieving a recognition accuracy of 98%, enhancing security measures and streamlining access control processes.
• Contributed to a Healthcare Chatbot solution leveraging OpenAI GPT-4, LangChain and Pinecone, resulting in 40% user engagement increasement.
• Combined legacy automation tools with CV technologies like OCR and Object Detection for document processing, increased processing time by 80% ensuring 90% accuracy.
• Developed various medical record analysis systems, generating new insights of medical records and enhancing the chatbot's knowledge base by 20%.
Python Developer • Netguru
June 2019 - July 2022 | Taipei, Taiwan
- Developed and implemented Python-based web scraping scripts using libraries such as BeautifulSoup and Selenium, extracting over 1 million data points per day from various sources, resulting in a 60% increase in data availability for analysis.
- Utilized advanced algorithmic optimizations and parallel processing techniques with celery to process large datasets, reducing computation time by 60% and enabling real-time data analysis for improved decision-making.
- Implemented advanced data cleaning and preprocessing techniques using Pandas and NumPy, resulting in a 30% reduction in data errors and inconsistencies.
- Designed and implemented automated data visualization dashboards using Python libraries such as matplotlib and seaborn, providing stakeholders with real-time insights and reducing reporting time by 50%.
Backend Developer • SoftwareMill
June 2017 - June 2019 | Taipei, Taiwan
- Successfully implemented a microservices architecture using Python and Flask, resulting in a 50% reduction in response time and improved scalability for handling over 100,000 concurrent requests.
- Developed and integrated a robust caching mechanism using Redis, resulting in a 70% reduction in database queries and a 30% improvement in application response time.
- Collaborated with a cross-functional team to integrate third-party APIs, such as payment gateways and social media platforms, into the backend system, enhancing functionality and driving a 25% increase in user engagement, ultimately boosting sales conversion rates and revenue growth.
Education
University of Warsaw
Computer Science • 2014 - 2017
Lorem ipsum dolor sit amet, consectetuer adipiscing elit, sed diam nonummy nibh euismod tincidunt ut laoreet dolore magna aliquam erat volutpat.
Skills
- Artificial Intelligence (AI)
- Data Engineering
- Python
- Web Scraping
- Django
- FastAPI
- Flask
- Celery
- MySQL
Languages
- English — Professional