Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
Generic

BABU POKHREL

Philadelphia,PA

Summary

Data Scientist with a strong background in statistical analysis, machine learning, and data visualization. Proven experience in developing algorithms, managing large datasets, and extracting actionable insights. Adept at using Python, SQL, and data visualization tools to solve complex problems. Strong communicator with a history of mentoring and collaborating with diverse teams. Open to work immediately. Dear [Hiring Manager's Name], I am excited to apply for the Data Scientist position at [Company Name]. With a PhD in Physics from Temple University and hands-on experience in data analysis, machine learning, and algorithm development, I am confident in my ability to contribute to your team by solving complex problems and delivering data- driven insights. During my tenure as a Postdoctoral Fellow and Research Assistant at Temple University, I developed and optimized algorithms to process large datasets efficiently. I utilized Python (NumPy, Pandas, Scikit-Learn), C++, and SQL to conduct regression analysis, implement Monte Carlo simulations, and create data visualizations with Matplotlib and ROOT. My experience managing over 100,000 data files with Bash scripting honed my skills in data wrangling and automation. Collaboration and communication are integral to my work. I have mentored graduate and undergraduate students, led research discussions with diverse teams, and presented findings at international conferences such as SPIN2023 and DIS2023. These experiences have strengthened my ability to convey complex information clearly and work effectively in multidisciplinary environments. I am particularly drawn to [Company Name]'s commitment to [mention a specific value, project, or initiative of the company that appeals to you]. I am eager to apply my analytical skills and research experience to drive innovative solutions and contribute to your organization's goals. Thank you for considering my application. I welcome the opportunity to discuss how my skills and experiences align with your needs and how I can contribute to your team’s success. Please feel free to contact me at +1

Overview

7
7
years of professional experience

Work History

Postdoctoral Fellow

Temple University
11.2023 - Current
  • Developed algorithms to process collision hit signals in MPGD detectors, enhancing signal processing efficiency
  • Conducted regression analysis, SVD, and least-square fitting for physics research
  • Mentored graduate and undergraduate students, assisting with debugging code and achieving research goals.
  • Taught [Number] [Subject] courses to students.
  • Worked independently in [Type of Environment] for [Number]-period.

Research Assistant

Temple University
08.2020 - 10.2023
  • Analyzed large datasets (25x larger) to improve statistical uncertainty in asymmetry signals
  • Developed C++ and Python algorithms for data cleaning, analysis, and interpretation using Monte
  • Carlo simulations
  • Utilized Bash scripting and XML for managing 100,000+ files efficiently
  • Visualized data insights using ROOT and Matplotlib.

Teaching Assistant

Temple University
08.2017 - 08.2020
  • Managed progress reports for 500+ students using Excel and visualized data with charts and graphs
  • Developed lesson plans to enhance problem-solving and critical thinking in physics
  • Collaborative Research
  • Presented research updates to 25-30 collaborators, enhancing team communication
  • Contributed to "STAR Cold QCD" working groups
  • STAR TPC Calibration & Detector Operation
  • Calibrated datasets to improve particle tracking and identification
  • Monitored detector performance and resolved operational issues.

Education

Ph.D - Physics

Temple University
Philadelphia, PA

Master of Science - Physics

Tribhuwan University

Bachelor of Science -

Tribhuwan University

Skills

  • Programming Languages :
  • Python
  • (NumPy, Pandas, Scikit-Learn
  • Matplotlib), C/C, Bash, SQL
  • Data Analysis Tools :
  • Monte Carlo Simulation
  • Regression Analysis
  • Data Visualization : Matplotlib
  • ROOT, Tableau
  • TECHNICAL SKILLS
  • Tools & Platforms : Jupyter Notebook
  • Anaconda, Docker, Git, SSH
  • Office Tools : Excel
  • PowerPoint, Word, LaTeX

Accomplishments

  • Signal Processing Algorithm for MPGD Detector : Developed a Python algorithm to digitize hitsignals, improving data accuracy for ePIC detectors
  • Polarized Proton Collision Analysis : Analyzed collision data using Monte Carlo simulations,improving statistical precision by 3x
  • Data Visualization in Particle Physics : Created complex data visualizations using ROOT and
  • Matplotlib to present physics research findings
  • Adaptable to new technologies and environments
  • Effective communicator with experience collaborating in diverse, multicultural teams
  • Proven leadership in mentoring and guiding research projects.

Timeline

Postdoctoral Fellow

Temple University
11.2023 - Current

Research Assistant

Temple University
08.2020 - 10.2023

Teaching Assistant

Temple University
08.2017 - 08.2020

Master of Science - Physics

Tribhuwan University

Bachelor of Science -

Tribhuwan University

Ph.D - Physics

Temple University
BABU POKHREL