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んムᄃズ乇尺 ᄊノ刀り丂乇イ
んムᄃズ乇尺 ᄊノ刀り丂乇イ


@arbisoft @urduhack
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Hi there 👋 I’m Ikram

I specialize in building ML engineering and data science teams from the ground up. My current passion is NLP and MLOps.

I approach my career by purposefully building domain knowledge in all the cross functional disciplines required to deliver successful Data Science projects. This includes Research, Data Engineering, Machine Learning Engineering, Management, as well as dabbling in Agile Program Management and Product Management within other roles. This allows me to lead cross-functional teams and know the pain points of bringing a model from ideation to production.

I approach people management with the mindset of a mentor and career coach rather than a boss. I get excited about building teams of great people, and I love seeing my team member's careers grow!

I approach Data Science with an engineering mindset. I put an emphasis on experimentation and balance deeper research with iterative delivery.

5+ years hands-on coding and model training experience for analytics, data science and machine learning including recommender systems 3+ year experience managing diverse teams of software engineers, machine learning engineers, and data scientists.

My open source contribution includes -

  • Haystack (Contributor): Haystack is an end-to-end framework that enables you to build powerful and production-ready pipelines for different search use cases.

  • Urduhack (Creator): Urduhack is a NLP library for urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.

  • Ml-Notes (Creator): My ML notes from Study.

  • 📫 How to reach me:

  • 🌐 LinkedIn:

  • 📧

📕 Latest Blog Posts

akkefa Github Stats


  1. An NLP library for the Urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.

    Python 244 38

  2. ml-notes Public

    Notes for Mathematics for Machine learning and Data Science.

    Jupyter Notebook 1

  3. 🔍 Haystack is an open source NLP framework that leverages pre-trained Transformer models. It enables developers to quickly implement production-ready semantic search, question answering, summarizat…

    Python 5.5k 886

  4. Examples of using common Python profiling techniques

    Jupyter Notebook 9

  5. A simple, responsive, single-page portfolio and resume for developers.

    32 17

  6. Must Read Books


384 contributions in the last year

Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Mon Wed Fri
Activity overview
Contributed to akkefa/ml-notes, akkefa/, akkefa/cheat-sheet and 8 other repositories

Contribution activity

September 2022

Created 10 commits in 2 repositories
Opened 5 pull requests in 1 repository
akkefa/ml-notes 5 merged
28 contributions in private repositories Sep 6 – Sep 28

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