Summary
Overview
Work History
Education
Skills
Timeline
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Ubaid Aleem

Srinagar, Kashmir

Summary

Analytically-minded data scientist with a passion for translating complex datasets into actionable insights. Proficient in utilizing advanced statistical techniques, machine learning, deep learning algorithms, and data visualization tools to drive informed decision-making. Experienced in working with cross-functional teams to identify business challenges and design data-driven solutions. Strong programming skills in Python, coupled with expertise in data preprocessing, feature engineering, and model development. Continuously seeking to expand knowledge in emerging trends and technologies in the field of data science.

Overview

4
4
years of professional experience

Work History

Data Scientist

Proven Arabia
Bengaluru
01.2021 - Current
  • Developed and implemented machine learning algorithms for detecting tables and recognizing table structures in various document formats, improving data extraction accuracy and efficiency.
  • Bilingual Text Detection: Successfully implemented bilingual text detection solutions for challenging documents using various approaches, including CRAFT and DBnet
  • Collaborated with the team to improve text detection accuracy and robustness in diverse document types
  • Key-Value Extraction: Employed transformer-based approaches like LayoutLM/LayoutLMv2 to extract structured information, such as key-value pairs, from various types of documents (e.g., invoices, IDs, slips)
  • Automatic Document Skew/Rotation Correction: Designed and implemented automatic document skew and orientation correction using deep learning techniques
  • Ensured that documents were properly aligned for subsequent processing steps, enhancing overall document processing efficiency.
  • Categorized documents into different classes based on their content and layout, enhancing document organization and retrieval using deep learning approaches.
  • Entity Extraction from Text: Applied various NLP techniques and models to perform entity extraction from unstructured text data
  • Utilized methods like named entity recognition (NER) and custom entity recognition models to identify and extract relevant entities from text
  • Collaborated with the team to improve the accuracy and coverage of entity extraction across different domains.
  • API Development: Created end-to-end APIs using FAST API to provide seamless integration of different models into existing workflows

AI Research Intern

Proven Arabia
Bengaluru
08.2020 - 01.2021
  • Designed and implemented machine learning models that demonstrated improved accuracy and efficiency
  • Developed APIs using FastAPI and Django, enabling seamless integration of AI models into real-world applications and enhancing user experience
  • Skillfully utilized SQL to access, clean, and transform data, resulting in streamlined data pipelines and improved data quality
  • Actively participated in brainstorming sessions to optimize model performance and project outcomes
  • Effectively communicated complex technical concepts to both technical and non-technical team members, ensuring alignment and understanding.

Education

A Level - Advanced Diploma in Computer Science

National Instituite Of Electronics and Information Technology

Bachelor of Technology - Bachelors in Computer science and Technology

Mewar University Rajasthan

O level - Diploma in Computer Science

National Institute of Electronics and Information Technology

Skills

  • Deep learning
  • Machine Learning
  • Computer Vision
  • NLP
  • Python
  • FastAPI
  • PyTorch
  • Tensorflow
  • Transformers

Timeline

Data Scientist

Proven Arabia
01.2021 - Current

AI Research Intern

Proven Arabia
08.2020 - 01.2021

A Level - Advanced Diploma in Computer Science

National Instituite Of Electronics and Information Technology

Bachelor of Technology - Bachelors in Computer science and Technology

Mewar University Rajasthan

O level - Diploma in Computer Science

National Institute of Electronics and Information Technology

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Ubaid Aleem