Debjyoti Bardhan, Ph.D.

AI Researcher

Pune, Maharashtra, India10 yrs 7 mos experience
Highly Stable

Key Highlights

  • Published over 10 research papers in particle physics.
  • Awarded prestigious fellowships for postdoctoral research.
  • Skilled in machine learning applications for data analysis.
Stackforce AI infers this person is a Research Scientist specializing in advanced analytics and machine learning within the physics domain.

Contact

Skills

Core Skills

Machine LearningStatistical AnalysisData SimulationResearch SkillsScience Communication

Other Skills

A/B TestingAcademic WritingAutoencodersC (Programming Language)CalculusClassifiersCommunicationComputational PhysicsComputer SimulationsDark Matter detectionData AnalysisData VisualizationEnglishFortranLaTeX

About

Passionate about leveraging advanced analytics to solve real-world problems, I am a seasoned physicist with a strong foundation in mathematics, statistics, data visualization, machine learning, and programming. Transitioning into data science, I aim to explore new avenues where my skills can make a significant impact. My academic journey includes a distinguished record of publishing advanced research in esteemed peer-reviewed journals, garnering substantial citations and contributing to the academic realm. Awarded the Kreitman Fellowship in 2018 for Postdoctoral studies (3 years) in Israel, followed by the National Postdoctoral Fellowship (2 years) in 2022 under SERB-DST in India, I have demonstrated research excellence and possess exceptional problem-solving capabilities, a thirst for independent learning, and meticulous attention to detail. šŸ”¬ Professional Background: PhD in Physics: Specialized in physics, my doctoral research focused on particle physics. This experience honed my analytical thinking and problem-solving skills. Research Experience: Conducted extensive research in flavour physics and dark matter physics, employing advanced statistical methods and computational techniques to analyze complex datasets and derive meaningful insights. Programming Proficiency: Proficient in Python, C/C++, R and SQL, with hands-on experience in data visualization, machine learning, and statistical analysis. Skilled in utilizing libraries such as NumPy, pandas, scikit-learn, and TensorFlow. Collaborations: Collaborated with peers, often in other time zones, to publish research findings in peer-reviewed journals. Passionate Science Communicator: Dedicated to sharing knowledge and fostering understanding, I actively engage in communicating scientific concepts to diverse audiences, be it peers or laypeople. šŸ“Š Skills Highlights: - Data Analysis and Visualization - Machine Learning and Predictive Modeling - Statistical Analysis and Hypothesis Testing - Time Series Analysis - Deep Learning and Neural Networks - SQL šŸ¤ Soft Skills: - Strong Problem-Solving Abilities - Effective Communication Skills - Team Collaboration and Leadership - Creativity in Finding Solutions - Detail-Oriented and Analytical Thinking - Continuous Learning and Growth Mindset šŸ’¼ Open to Opportunities: Seeking roles where I can leverage my skills to drive data-driven decision-making and contribute to the success of innovative projects. I am excited to explore new opportunities. Let's connect here on LinkedIn or email me at debjyotiarr@gmail.com

Experience

Indian institute of science education and research (iiser), pune

Postdoctoral Researcher | Research in Advanced Particle Physics

Feb 2022 – Feb 2024 Ā· 2 yrs Ā· Pune, Maharashtra, India

  • Accomplishments in this period include:
  • Research on Dark Matter detection in detectors and colliders using Machine Learning algorithms for weakly supervised learning.
  • Being awarded the NPDF fellowship from Govt. of India to support research.
  • Teaching a 12-lecture course on Dark Matter physics. Being a teaching assistant for two advanced physics courses.
  • Collaboration on several projects, leading to the publication of two research papers.
Machine LearningDark Matter detectionStatistical Analysis

Ben-gurion university of the negev

Postdoctoral Researcher | Research in Advanced Particle Physics

Mar 2018 – Sep 2021 Ā· 3 yrs 6 mos Ā· Beer Sheva, Israel Ā· On-site

  • Accomplishments in this period include:
  • Research on the detection of dark matter (in colliders) using Machine Learning algorithms.
  • Creation of a framework for simulating massive datasets (with millions of events) on the computing cluster. These were needed for analysis.
  • Creation of a framework to analyse a large number of simulated events to achieve a physics measurement (which in this case was the polarisation of light quarks).
  • Collaboration on various projects leading to the publication of three papers.
Machine LearningData SimulationStatistical Analysis

Tata institute of fundamental research

Research Fellow | PhD in Particle Physics

Jul 2012 – Aug 2017 Ā· 5 yrs 1 mo Ā· Mumbai, Maharashtra, India

  • Accomplishments include:
  • Completion of a PhD degree in Theoretical Physics in the field of Particle Physics.
  • Specialisation in flavour physics and collider physics.
  • Simulation of large datasets for use in physics data modelling.
  • Carrying out several analyses with publicly available data, mostly from CERN and KEK, two experimental collaborations.
  • Publishing >10 original research papers and research articles in this period.
  • Being deeply involved in science communication. Core member of TIFR Outreach group, for organizing events. Delivered several public talks on diverse topics of science, which were well-received.
  • Writing >400 articles on science for the website 'techie-buzz' as a freelancer, which is now sadly defunct. Wrote several long-form articles on science for other websites. These articles can now be found on the substack.
Data AnalysisResearch SkillsScience Communication

Education

Tata Institute of Fundamental Research

Doctor of Philosophy (PhD) — Theoretical Physics

Jul 2012 – Jan 2018

Tata Institute of Fundamental Research

Master of Science - MS — Physics

Jul 2010 – Jun 2012

Jadavpur University, Kolkata

Bachelor of Science - BS — Physics

Jun 2007 – Apr 2010

Jadavpur University, Kolkata

Bachelor of Science - BS — Physics

May 2007 – Apr 2010

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