Arash Bodaghee

Arash Bodaghee Email and Phone Number

Lead Data Scientist @ CALYPS
Switzerland
Arash Bodaghee's Location
Switzerland, Switzerland
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About Arash Bodaghee

Scientist with 20 years of experience mining large datasets to uncover hidden patterns using statistical analysis, and for the past 5 years with machine learning and AI.Specialties include:1) managing global teams of junior and senior scientists leading them from project initiation to product delivery such as: software and dashboards; reports and presentations for non-technical stakeholders; recommended actions; articles in peer-reviewed journals; and presentations for any audience.2) handling the full data analysis pipeline including: multimodal data collection, engineering (ETL/ELT), and cleaning; feature engineering, PCA and dimensional reduction; selecting and testing an appropriate model based on its benefits and limitations; and the dissemination of results and conclusions.3) AI/ML models: linear/logistic regression; clustering and classification using (un)supervised learning such as random forests, XGBoost, K-Means/K++, Naive Bayes, and Gaussian mixtures; causal inference; time series and forecasting; neural networks; natural language processing (NLP) and large language models (LLMs); and computer vision. 4) end-to-end project deployment with CI/CD following DevOps/MLOps/Agile standards either locally (via Git) or using cloud computing resources (AWS, Azure, GCP).Author of 15 articles and co-author of 64 articles published in peer-reviewed journals based on studying the statistics of populations and the imaging, timing, and spectral data of X-ray/gamma-ray sources such as neutron stars and black holes. Co-investigator or collaborator on 8 current or planned space telescope missions. Professor of physics and astronomy for ~2,000 students and research advisor to ~50 student assistants.Programming: C/C++; Matlab; Python (NumPy, Pandas, SciPy, Scikit, PyTorch, TensorFlow, Keras, nltk, OpenCV); R; SQL.DevOps, MLOps, and Cloud: Airflow; AWS SageMaker; Azure ML Studio; Docker; Flask; GitHub Actions; Google Vertex AI.Data and Business Intelligence: BigQuery; Excel/VBA; Looker; Matplotlib; PowerBI; PySpark; Tableau.

Arash Bodaghee's Current Company Details
CALYPS

Calyps

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Lead Data Scientist
Switzerland
Arash Bodaghee Work Experience Details
  • Calyps
    Lead Data Scientist
    Calyps
    Switzerland
  • Bodaghee Consulting Sp
    Lead Data Scientist And Ai/Ml Engineer
    Bodaghee Consulting Sp Jan 2024 - Present
    Geneva, Switzerland
    Independent data science consultant specializing in the development and application of AI/ML models for industry, presenting data-driven business and marketing strategies to senior leadership, and easing their organization’s transition to AI/ML-optimized workflows.www.bodaghee.com
  • Georgia College & State University
    Professor Of Physics And Astronomy
    Georgia College & State University Jan 2014 - Dec 2023
    Milledgeville, Ga
    Tenured faculty who founded and managed the computational astrophysics group with research focusing on spatial, timing, and spectral analyses of neutron stars and black holes; member or collaborator of the science teams for 8 current or planned space telescopes; my extended research collaborations (including students) resulted in 5 peer-reviewed articles as first author and 34 as co-author.Visiting Scientist at:European Space Agency Center, Madrid, Spain, June 2023Università… Show more Tenured faculty who founded and managed the computational astrophysics group with research focusing on spatial, timing, and spectral analyses of neutron stars and black holes; member or collaborator of the science teams for 8 current or planned space telescopes; my extended research collaborations (including students) resulted in 5 peer-reviewed articles as first author and 34 as co-author.Visiting Scientist at:European Space Agency Center, Madrid, Spain, June 2023Università degli Studi di Padova, Italy, June 2017Publications:"Drop in the hard pulsed fraction and a candidate cyclotron line in IGR J16320–4751 seen by NuSTAR"Bodaghee et al. (2023), The Astrophysical Journal, Vol. 951, p. 37"Evidence for low kick velocities among high-mass X-ray binaries in the Small Magellanic Cloud from the spatial correlation function"Bodaghee et al. (2021), The Astrophysical Journal, Vol. 919, p. 81"NuSTAR discovery of a cyclotron line in the accreting X-ray pulsar IGR J16393-4643"Bodaghee et al. (2016), The Astrophysical Journal, Vol. 823, p. 146"A First Look at the X-ray Population of the Young Massive Cluster VVV CL077"​Bodaghee et al. (2015), The Astrophysical Journal, Vol. 801, p. 49"Initial results from NuSTAR observations of the Norma Arm"Bodaghee et al. (2014), The Astrophysical Journal, Vol. 791, p. 68Courses taught:Introduction to the UniverseIntroduction to the Universe LaboratoryIntroductory Physics IIntroductory Physics I LaboratoryIntroductory Physics IIIntroductory Physics II LaboratoryPrinciples of Physics IPrinciples of Physics I LaboratoryPrinciples of Physics IIPrinciples of Physics II LaboratorySophomore Physics SeminarMechanicsModern PhysicsElectricity & Magnetism IElectricity & Magnetism IIIntroduction to General RelativityIntroduction to Quantum Field TheorySpecial Topics in 21st Century Physics Show less
  • Space Sciences Laboratory, Uc Berkeley
    Postdoctoral Scholar
    Space Sciences Laboratory, Uc Berkeley Sep 2009 - Dec 2013
    Publications:"Gamma-ray observations of the microquasars Cygnus X-1, Cygnus X-3, GRS 1915+105, and GX 339-4 with the Fermi Large Area Telescope"Bodaghee et al. (2013), The Astrophysical Journal, Vol. 775, p. 98"XMM-Newton observations of five INTEGRAL sources located towards the Scutum Arm"Bodaghee et al. (2012c), The Astrophysical Journal, Vol. 753, p. 3"Chandra observations of five INTEGRAL sources: new X-ray positions for IGR J16393-4643 and IGR… Show more Publications:"Gamma-ray observations of the microquasars Cygnus X-1, Cygnus X-3, GRS 1915+105, and GX 339-4 with the Fermi Large Area Telescope"Bodaghee et al. (2013), The Astrophysical Journal, Vol. 775, p. 98"XMM-Newton observations of five INTEGRAL sources located towards the Scutum Arm"Bodaghee et al. (2012c), The Astrophysical Journal, Vol. 753, p. 3"Chandra observations of five INTEGRAL sources: new X-ray positions for IGR J16393-4643 and IGR J17091-3624"Bodaghee et al. (2012b), The Astrophysical Journal, Vol. 751, p. 113"Clustering between high-mass X-ray binaries and OB associations in the Milky Way"Bodaghee et al. (2012a), The Astrophysical Journal, Vol. 744, p. 108"Suzaku observes weak flares from IGR J17391-3021 representing a common low-activity state in this SFXT"Bodaghee et al. (2011), The Astrophysical Journal, Vol. 727, p. 59"Broadband Suzaku observations of IGR J16207-5129"Bodaghee et al. (2010), The Astrophysical Journal, Vol. 719, p. 451 Show less
  • California State University, East Bay
    Lecturer Of Physics
    California State University, East Bay Jan 2013 - Apr 2013
    Hayward, Ca
    Lecturer in the physics department and in the pre-health academic professionals (PHAP) program. Courses taught: "Heat, Sound, Electricity & Magnetism" lecture and lab components (6 hours/wk).
  • Osprey Asset Management
    Quantitative Analyst
    Osprey Asset Management Jul 2007 - Dec 2008
    Research and development of mathematical models used for algorithmic/systematic trading strategies of derivatives.Helped develop a model for optimizing asymmetric risk exposure on an equity index. Constructed a model that optimizes a portfolio of decorrelated assets using noise suppression, filtering, and allocation. Interpreted data to identify (un)favorable market entry(exit) points based on a global-macro strategy. Evaluate model performance using back-testing… Show more Research and development of mathematical models used for algorithmic/systematic trading strategies of derivatives.Helped develop a model for optimizing asymmetric risk exposure on an equity index. Constructed a model that optimizes a portfolio of decorrelated assets using noise suppression, filtering, and allocation. Interpreted data to identify (un)favorable market entry(exit) points based on a global-macro strategy. Evaluate model performance using back-testing and simulation-testing prior to and during implementation. Produced internal/external reports and helped market the funds to clients. Show less
  • Isdc, University Of Geneva Observatory
    Doctoral Student/Assistant
    Isdc, University Of Geneva Observatory Feb 2003 - May 2007
    Statistical analyses of gamma-ray sources via a synthesis of their published parameters. Responsibilities included: testing and improving software that created images; scrutinizing these images for new and known sources; classifying several new sources by analyzing their spatial, spectral, and temporal properties across a variety of wavelengths (from radio through the infrared to the X and gamma-rays); construction, distribution and maintenance of the most complete reference catalog of… Show more Statistical analyses of gamma-ray sources via a synthesis of their published parameters. Responsibilities included: testing and improving software that created images; scrutinizing these images for new and known sources; classifying several new sources by analyzing their spatial, spectral, and temporal properties across a variety of wavelengths (from radio through the infrared to the X and gamma-rays); construction, distribution and maintenance of the most complete reference catalog of gamma-ray sources ever built which collects the pertinent facts for all high-energy sources detected in the mission's first 4 years; managing research projects and coordinating efforts of researchers worldwide; transforming research results into scientific articles; responsible scientist during weekly shifts that consist of reacting to interesting astronomical events; teaching and mentoring of undergraduate physics students; presenting results at conferences and seminars.Publications:"A description of sources detected by INTEGRAL during the first 4 years of observations"Bodaghee et al. (2007), Astronomy & Astrophysics, Vol. 467, p. 585"IGR J16393-4643: a new heavily-obscured X-ray pulsar"Bodaghee et al. (2006), Astronomy & Astrophysics, Vol. 447, p. 1027"Chemical abundances of planet-host stars. Results for alpha and Fe-group elements"Bodaghee et al. (2003), Astronomy & Astrophysics, Vol. 404, p. 715 Show less
  • Scai, Dip, Geneva, Switzerland
    Headmaster & Math Instructor
    Scai, Dip, Geneva, Switzerland Feb 2002 - Jun 2002
    Headmaster and Math Instructor for a class of non-francophone students at the Service des Classes d'Accueil et d'Insertion (SCAI) of the Geneva public school system (DIP); developed and taught a quick-paced math curriculum to align students with the expectations of the local school system; arranged and managed meetings of other teachers of the class to coordinate teaching efforts; met with parents.
  • E-Com Architects, Inc., San Diego, Usa
    Artist/Programmer
    E-Com Architects, Inc., San Diego, Usa Feb 1998 - Sep 1999
    Designed and helped program the graphical user interface of a business-to-business software package and the company's Web sites; created the corporate and product logos.
  • Lawstuff.Com, San Diego, Usa
    Art Director
    Lawstuff.Com, San Diego, Usa Jan 1997 - Jan 1998
    Designed and programmed corporate Web site and around 50 different styles of client sites; created logo and marketing materials; hired and managed small groups of artists.

Arash Bodaghee Skills

Science Statistics Mathematical Modeling Numerical Analysis Astrophysics Latex Data Analysis Research Scientific Computing Astronomy Simulations Fortran Algorithms Image Processing Scientific Writing Analysis Spectroscopy Programming Data Mining Mathematica French Machine Learning Idl Programming Monte Carlo Simulation Matlab Python High Performance Computing Computer Science Applied Mathematics Perl English Signal Processing R Quantitative Analytics Idl

Arash Bodaghee Education Details

Frequently Asked Questions about Arash Bodaghee

What company does Arash Bodaghee work for?

Arash Bodaghee works for Calyps

What is Arash Bodaghee's role at the current company?

Arash Bodaghee's current role is Lead Data Scientist.

What is Arash Bodaghee's email address?

Arash Bodaghee's email address is bo****@****ail.com

What schools did Arash Bodaghee attend?

Arash Bodaghee attended University Of Geneva, University Of Geneva, University Of California, San Diego.

What are some of Arash Bodaghee's interests?

Arash Bodaghee has interest in Snowboarding, Recreational Softball And Volleyball, Professional Sports, Hiking, Science And Technology, Concerts, Nature, The Simpsons, Movies, Health.

What skills is Arash Bodaghee known for?

Arash Bodaghee has skills like Science, Statistics, Mathematical Modeling, Numerical Analysis, Astrophysics, Latex, Data Analysis, Research, Scientific Computing, Astronomy, Simulations, Fortran.

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