Initializing Portfolio

Mohamed Ifreen (He/Him)

AI/ML Engineer & Researcher
Crafting intelligent solutions at the intersection of machine learning, natural language processing, and real-world impact. Currently pursuing MS in AI at Boston University.
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Ex Sr. ML Engineer
Previous Role
MS AI @BU
Dec 2025
4.0 CGPA
Academic Record
4+ Years
Industry Experience
Mohamed Ifreen

About Me

I believe imagination is the key to any innovation. When faced with a challenge, I naturally think outside conventional boundaries rather than following established patterns. My approach starts with understanding the "why" behind any problem before jumping into technical solutions.

This curiosity-driven mindset has shaped my journey as an AI/ML engineer. I question assumptions, explore unconventional angles, and build solutions that don't just work—they push boundaries. Whether I'm optimizing language models for my research at Boston University or architecting deep learning systems, I focus on creating meaningful impact.

Beyond theoretical knowledge, I'm hands-on. I code, I experiment, I build. Having worked in R&D environments, I've learned that the most innovative solutions come from combining solid technical skills with creative problem-solving. That balance between imagination and execution is what drives my work in artificial intelligence.

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MS in AI, Boston University
4.0 CGPA, Expected Dec 2025
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Research Assistant
BU GDP Lab - Architecting DL Solutions
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Industry Experiences
Ex Senior Machine Learning Engineer. 4+ Years of Experience in RnD
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Competitive Programming
Inter-College Winner, Hackathon Winner

Experience

Research Assistant
Boston University - GDP Center (DATA Team)
May 2025 - Present
  • Architecting Deep Learning solutions for advancing policy research.
  • Responsible for automating workflows to minimize human efforts.
Graduate Teaching Assistant
Boston University
Jan 2025 - May 2025
  • Responsible for students of CS 542 (Machine Learning) and CS 541 (Applied Machine Learning).
  • Teaching the lab sessions and guiding students in ML concepts.
  • Coordinating exams and grading tasks efficiently.
Senior Machine Learning Engineer
Rapid Acceleration Partners
Sep 2023 - Aug 2024
  • Spearheaded deep learning projects, creating fast-tracked POCs, resulting in multi-million dollar contracts.
  • Led AI system development for Hussmann (Panasonic) to analyze product complaints, providing insights based on serial numbers; resulting in a $3 million project.
  • Developed voice analysis models reducing processing time by 100+ hours.
  • Designed AI system for VirtueServe to map ICD codes and generate medical summaries, reducing scribing time by 70% and making the ICD mapping much efficient.
Senior Data Engineer
LTIMindtree
Oct 2020 - Aug 2023
  • Implemented NLP models for ticket mining and extraction reducing manual effort by 60%.
  • Developed ticket auto-tagging tool improving the categorization time by 40%.

Technical Expertise

🤖 Machine Learning & AI
Machine Learning Deep Learning Reinforcement Learning PyTorch TensorFlow Transformers
🗣️ Natural Language Processing
NLP Transformers
💻 Programming & Tools
Python SQL Streamlit
☁️ Cloud & Infrastructure
AWS
🏆 Certifications & Awards
Google TensorFlow Developer AWS Cloud Practitioner Inter-College Programming Winner Hackathon Winner

Core Technologies

🐍Python
🔥PyTorch
🧠TensorFlow
☁️AWS
💾SQL
📊Streamlit

Featured Projects

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Manipulations in LLM
Explored various ways to identify loopholes in circumventing LLMs and developed encoder-based techniques to prevent manipulations. Conducted at Boston University.
PyTorch Transformers NLP Deep Learning
Awarded Best Paper at Boston University for advancing LLM security and efficiency, December 2024.
🔍
Hussmann AI System
Led AI system development for Hussmann (Panasonic) to analyze product complaints, providing insights based on serial numbers. Developed voice analysis models reducing processing time by 100+ hours. Undertaken at Rapid Acceleration Partners.
Deep Learning NLP PyTorch Voice Analysis
Resulted in a $3 million project, Sep 2023 - Aug 2024.
🏥
VirtueServe Medical AI System
Designed AI system for VirtueServe to map ICD codes and generate medical summaries, reducing scribing time by 70% and making ICD mapping much more efficient. Undertaken at Rapid Acceleration Partners.
NLP BERT TensorFlow Medical AI
Significantly improved healthcare documentation efficiency, Sep 2023 - Aug 2024.
🎯
ITOps Auto Tagging
Developed ensemble ML model to auto-classify tickets into various buckets reducing manual efforts. Integrated Sentence Transformers for category relevance. Undertaken at LTIMindtree.
NLP Sentence Transformers Ensemble ML TensorFlow
Reduced manual effort by 60% and improved categorization time by 40%, Aug 2022 - Sep 2022.

Recognition & Impact

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Best Paper Award
Won for Manipulations in LLM research at Boston University, recognizing innovative encoder-based techniques for LLM security
⭐
Beacon Exemplar Award
Honored for rapid innovation and delivery of game-changing AI prototypes that secured major contracts
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Einstein Award
Recognized for exceptional technical excellence and innovation in machine learning solutions at LTIMindtree
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Secured Multi-Million Dollar Deals
Instrumental in closing high-value contracts through development of AI prototypes and solutions
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Inter-College Programming Winner
Demonstrated superior problem-solving skills in competitive programming challenges
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Hackathon Winner
Excelled in hackathons by developing innovative AI solutions under time constraints

Get In Touch

Ready to collaborate on the next breakthrough in AI? Let's discuss how we can push the boundaries of machine learning together.

📧
Email ifreen@bu.edu
💼
LinkedIn Professional Network
💻
Kaggle Portfolio

Looking for collaboration on:

AI Research Projects NLP Applications Machine Learning Consulting Technical Mentorship Startup Opportunities