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Ibrar Babar is listed as Machine Learning Engineer at Enghouse Systems, a with 1032 employees, based in Lahore, Punjab, Pakistan. AeroLeads shows a matched LinkedIn profile for Ibrar Babar.
Ibrar Babar previously worked as Associate Data Scientist at Machine Learning 1 Limited and Data Scientist at Fiverr. Ibrar Babar holds Bs(Computer Science), Computer Science, A- from National University Of Computer And Emerging Sciences.
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I am a Machine Learning Engineer focused on enhancing customer experiences through fine-tuning open-source models, developing automated systems, and optimizing OCR technology.
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Canada
Transitioned from OpenAI API usage to fine-tuning open-source models on proprietary datasets for contact center solutions. Developed systems for agent evaluation and automatic response generation to customer queries using a built-in knowledge base and Retrieval-Augmented Generation (RAG). Implemented automated performance evaluation for all models.
Lahore, Punjab, Pakistan
Led the enhancement of OCR models, achieving performance comparable to Google OCR. Focused onoptimizing text detection and recognition across a diverse set of documents. Tried multiple models including PaddleOCR, Tesseract, EasyOCR, Deep Text Recognition Benchmark, TrOCR, ABINet, YOLO, andCRAFT-pytorch, and achieved state-of-the-art results by combining PaddleOCR and YOLO. Successfullyimproved accuracy and efficiency in recognition and detection tasks.Leveraged state-of-the-art LLM models, including LLama3 (8B), Qwen2, ChatQA-1.5-8B, LLama2 (7B),Mistral (7B), PHI-2, RoBERTa-XLM, BERT, and Flan-T5, to tackle complex information extraction tasksfrom OCR across diverse languages and document types. After extensive evaluation, finalized LLama3 and Qwen2 for their superior performance. Successfully extracted essential data from a variety of documents, achieving performance comparable to the Google PALM model.
Completed data science projects using Python and its libraries (pandas,scikit-learn, matplotlib).Worked closely with clients to understand their requirements and deliver results.
Lahore, Punjab, Pakistan
Developed "Mouse Runner Adventure," a 3D game on Unity with a nostalgic theme. The game includes running, tapping, obstacle crossing, and strength comparison between enemies (Cat & Spike) and the Mouse. It also serves as a memory booster with memorization elements.
Other employees you can reach at enghouse.com. View company contacts for 1032 employees →
Douglas Felipe De Morais
Colleague at Enghouse SystemsBrazil
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Andy Shields
Colleague at Enghouse SystemsKerikeri, Northland, New Zealand
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Tiffany Robinson
Colleague at Enghouse SystemsCanada
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Ramesh Sivarajah
Colleague at Enghouse SystemsCanada
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Lawrence Leung, Cpa, Cma
Colleague at Enghouse SystemsMarkham, Ontario, Canada
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Rick Lipsett
Colleague at Enghouse SystemsWhitby, Ontario, Canada
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Diego Marchet Alberti
Colleague at Enghouse SystemsSanta Catarina, Brazil
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Waqas Rasheed
Colleague at Enghouse SystemsLahore, Punjab, Pakistan
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Dionne Springer Basc
Colleague at Enghouse SystemsToronto, Ontario, Canada
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Shan Sharaf
Colleague at Enghouse SystemsKerala, India
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After Matriculation I join Punjab college where I choose FCS Pre-Engineering as my career goal. I mainly study those subjects which are.
I Start my school level from Nursery to Matriculation from Sir Syed School. I studied more then 10 years there. I mainly study those.
Quick answers generated from the profile data available on this page.
Ibrar Babar works for Enghouse Systems.
Ibrar Babar is listed as Machine Learning Engineer at Enghouse Systems.
Ibrar Babar is based in Lahore, Punjab, Pakistan while working with Enghouse Systems.
Ibrar Babar has worked for Enghouse Systems, Machine Learning 1 Limited, Fiverr, and Mindstorm Studios.
Ibrar Babar's colleagues at Enghouse Systems include Douglas Felipe De Morais, Andy Shields, Tiffany Robinson, Ramesh Sivarajah, and Lawrence Leung, Cpa, Cma.
You can use AeroLeads to view verified contact signals for Ibrar Babar at Enghouse Systems, including work email, phone, and LinkedIn data when available.
Ibrar Babar holds Bs(Computer Science), Computer Science, A- from National University Of Computer And Emerging Sciences.
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