Umar Syed

Umar Syed Email and Phone Number

AI and Data engineer @ University of Eastern Finland
Joensuu, FI
Umar Syed's Location
Pune, Maharashtra, India, India
About Umar Syed

At Altimetrik, innovation is the cornerstone of our data science endeavors. Over the past two years, the focus has been on leveraging Retrieval-Augmented Generation (RAG) and Vector Databases (Vector DB) to transform complex data into strategic business insights. Our team has excelled in creating robust machine learning pipelines that enhance the accuracy and efficiency of our models, directly contributing to improved decision-making processes.The skills in fine-tuning models and implementing Vector DB solutions have been instrumental in significantly advancing our project outcomes. By customizing pre-trained models and optimizing high-dimensional data management, we've achieved substantial improvements, notably in natural language processing applications and information retrieval systems, which are paramount in today's data-driven landscape.

Umar Syed's Current Company Details
University of Eastern Finland

University Of Eastern Finland

View
AI and Data engineer
Joensuu, FI
Website:
altimetrik.com
Employees:
2192
Umar Syed Work Experience Details
  • University Of Eastern Finland
    Ai And Data Engineer
    University Of Eastern Finland
    Joensuu, Fi
  • Altimetrik
    Lead Data Scientist
    Altimetrik Jun 2022 - Present
    Pune, Maharashtra, India
  • Mashreq
    Data Scientist
    Mashreq Apr 2017 - Mar 2021
    United Arab Emirates
    • Working with a team of data scientists and software engineers to leverage massive amounts of structured and unstructured data (image, video, audio, text, metadata) stored on in-house data clusters by using state of the art algorithms and analysis tools• Developing software in a fast-paced Agile setting in a big data environment working with different tools including Python, R, SQL, QGIS, PostGIS, Gremlin, Spark, Hadoop, REST API, ELK Stack, Docker, Portainer, Huawei Cloud, and Amazon… Show more • Working with a team of data scientists and software engineers to leverage massive amounts of structured and unstructured data (image, video, audio, text, metadata) stored on in-house data clusters by using state of the art algorithms and analysis tools• Developing software in a fast-paced Agile setting in a big data environment working with different tools including Python, R, SQL, QGIS, PostGIS, Gremlin, Spark, Hadoop, REST API, ELK Stack, Docker, Portainer, Huawei Cloud, and Amazon S3• Analyzed and mined text data and developed software to enrich unstructured data with valuable attributes and built a pipeline for automatic real-time data mining using Huawei cloud• Used Logstash to ingest data to Elasticsearch indices, created visualizations, and built live dashboards on Kibana, and presented demos to key stakeholders• Trained computer vision deep learning models on GPU DGX servers, built REST API services on top of these models, and deployed these services using NVIDIA-Docker on Portainer• Communicated previously unseen potential use cases of existing data to product owners• Worked as a technical committee member to evaluate and give feedback on AI product development partnerships with two multinational tech companies. Involvement included testing APIs, participating in video conference calls and in-person meetings and communicating feedback to key stakeholders from both sides• Maintained proper documentation on Confluence and Jira, and code version control on GitLab• Assisted in recruiting data scientists and conducted peer-interviews to evaluate candidates• Assisted in onboarding and training of new data scientist hires Show less
  • Tata Consultancy Services
    Data Analyst
    Tata Consultancy Services Feb 2013 - May 2017
    Pune, Maharashtra, India
    Using statistical and machine learning techniques and Busineess intellgance methods.Using the naive bays, decision trees and k-NN to discover paterns and knowledge from a large amount of data.Data analysis, data mining and text miningBuilding predictive models and time series analysis methods.Working with large, complex data sets.Solving difficult, non-routine analysis problems.Run various analytical models such as Dynamic, live pricing models and Linear programming… Show more Using statistical and machine learning techniques and Busineess intellgance methods.Using the naive bays, decision trees and k-NN to discover paterns and knowledge from a large amount of data.Data analysis, data mining and text miningBuilding predictive models and time series analysis methods.Working with large, complex data sets.Solving difficult, non-routine analysis problems.Run various analytical models such as Dynamic, live pricing models and Linear programming models.Articulating business questions and using mathematical techniques to get the answers using available data.Translating analysis results into business recommendations.Applying advanced analytical methods as needed.Conducting end-to-end analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverable, and presentations.Developing comprehensive understanding of data structures and metrics.Making business recommendations (e.g. cost-benefit, forecasting, and experiment analysis). Show less

Umar Syed Education Details

Frequently Asked Questions about Umar Syed

What company does Umar Syed work for?

Umar Syed works for University Of Eastern Finland

What is Umar Syed's role at the current company?

Umar Syed's current role is AI and Data engineer.

What schools did Umar Syed attend?

Umar Syed attended Mguniversity.

Who are Umar Syed's colleagues?

Umar Syed's colleagues are Mandar Pawar, Pratima Pandey, Sai Avinash Munukutla, Gayatri Nikam, Arpitha Balaraman, Pratim Kuttarmare, Ujjawal Tripathi.

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