CV
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Contact Information
| Name | Sina Daneshgar |
| Professional Title | Computer Science Student |
| daneshgarsina@gmail.com | |
| Phone | +98 930 646 0485 |
| Location | Tehran, |
Professional Summary
BSc. Computer Science student at Sharif University of Technology, working on NLP, bioinformatics, large language models, and multimodal learning.
Experience
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2025 - Present Remote
Research Assistant — Antimicrobial Resistance Prediction
Qatar Computing Research Institute (LLM Lab)
Supervisor: Dr. Ehsaneddin Asgari.
- Leveraging large language and multimodal models to devise a new benchmarking framework
- Engineering a novel AMR-prediction architecture
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2025 - Present Sharif University of Technology
Research Assistant — Geometric Vector Perceptron Protein Folding Model
Robust and Interpretable Machine Learning Lab (RIML)
Supervisor: Dr. Mohammadhossein Rohban.
- Investigated and developed GVP-based neural architectures for protein structure prediction
- Integrated geometric learning with diffusion and autoencoders for improved fold and sequence generation
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2026 - Present Remote
LLM-based Clinical Data Deidentification
Independent Research
Supervisor: Dr. Bardia Khosravi.
- Building an efficient and deployable system for deidentifying sensitive data using transformer-based models and reinforcement learning
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2026 - Present Remote
Alzheimer's Disease Amyloid Imaging
Independent Research
Supervisor: Dr. Mahsa Mayeli.
- Developing preprocessing pipelines and predictive ML models on multi-source, multimodal clinical datasets to identify disease biomarkers and improve early diagnosis
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2025 - 2025 Tehran, Iran
Audio AI Engineer
MCI NEXT
Team Lead: Dr. Mohammad Khalooei.
- Reduced errors and latency of ASR and TTS models
- Adapted Large-Audio Language Models with LoRA to efficiently support Persian, with planned support for Kurdish, Turkish, and other dialects
Education
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2022 - Present Tehran, Iran
BSc.
Sharif University of Technology
Computer Science
Teaching
Projects
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Persian Public Figures — Multimodal RAG
Built a multimodal RAG system for Iranian public figures, combining text and image retrieval. Created a normalized knowledge base, indexed data using mE5 and CLIP embeddings, and evaluated performance on MCQ and open-ended tasks with an LLM-as-judge.
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Radiology Vision-Language Models
Developed a research system for chest X-ray vision-language modeling, including zero-shot pathology classification, report generation, uncertainty estimation, and cross-dataset robustness using CheXzero/R2Gen architectures.
Skills
Languages
Interests
Awards
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2022 Ranked 19th in the National Universities Entrance Exam (Konkur)
National Organization for Educational Testing, Iran
Ranked 19th among more than 120,000 participants with a diploma in the Mathematics and Physics major.
References
- Dr. Ehsaneddin Asgari
Research Scientist at Qatar Computing Research Institute, Sharif University of Technology, Tehran, Iran. Email: asgari@berkeley.edu
- Prof. Mohammadhossein Rohban
Assistant Professor, Computer Engineering Department, Sharif University of Technology, Tehran, Iran. Email: rohban@sharif.edu
- Prof. Ali Sharifi-Zarchi
Assistant Professor, Computer Engineering Department, Sharif University of Technology, Tehran, Iran. Email: asharifiz@gmail.com
- Dr. Bardia Khosravi
Radiology Resident, Yale University. Email: bardiakhosravi95@gmail.com