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aleena baby

aleena baby

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Student

University of Cologne

Technologies

My Portfolio Highlights

My New Workbook

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My New Course

Introduction to Python

My New Workbook

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Analytical innovator, pushing the boundaries of what data can reveal.

My Work

Take a look at my latest work.

DataLab

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course

Introduction to Python

course

Intermediate Python

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My Certifications

These are the industry credentials that I’ve earned.

Data Literacy

Data Literacy

AI Fundamentals

AI Fundamentals

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

Courses

Introduction to Python
Introduction to SQL
Intermediate Python
Data Manipulation with pandas

My Work Experience

Where I've interned and worked during my career.

Omdena | Aug 2023 - Present

Data Scientist @Omdena Berlin chapter

- Developed a Data-Driven Model for Waste Management Optimization in Berlin, Germany. - Led and managed a global team of 40+ members, coordinating the collection, thorough cleansing, and meticulous preprocessing of waste management data from various online sources. - Played a key role in crafting a precise and well-defined problem statement, setting the foundation for our project's success.
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Omdena | Mar 2023 - Present

Junior machine learning engineer

N/A

Omdena | Mar 2023 - May 2023

Data scientist @Omdena Gurugram Chapter

- Part of the team developed a machine learning model that accurately predicts the air quality in Gurugram, India, using Python and Scikit-learn. - Conducted data cleaning and preprocessing on the air quality data to ensure the data were suitable for analysis. - Contributed to training and testing multiple machine learning algorithms to determine which algorithm was the most effective in predicting air quality levels. - Analyzed the model results and provided insights into the factors most strongly influencing air quality in Gurugram.

University of Cologne | Jun 2019 - Mar 2023

Doctoral Researcher

- Developed a high-performance model(utilizing FORTRAN) encompassing the physics and chemistry of star-forming regions, achieving a remarkable speed of solving over partial differential - Created test cases to verify the model, identify the parameters, and extract their limits - Minimized the error and a 30% reduction in model calculation time by implementing a three-point interpolation scheme - Coordinated the design of a novel output system from the ground up, enabling efficient storage and accessibility of model results - Analyzed the generated data using Python-pandas and applied data visualization techniques through Python-Matplotlib, Python-Seaborn, and Inkscape - Documented diverse outcomes and findings comprehensively for clear understanding - Crafted impactful PowerPoint presentations to communicate project status and results effectively - Fostered valuable collaborations with external institutes to enhance project outcomes - Presented groundbreaking research discoveries at prestigious international conferences and workshops - Mentored and guided graduate students in the realms of data analysis and statistical modeling, nurturing their professional growth

Raman Research Institute | Aug 2018 - Apr 2019

Research Assistant (Data Scientist)

- Developed a Python-based numerical model to simulate and analyze spatial distributions, incorporating accurate position, acceleration, and velocity data for objects within the simulated environment. - Analyzed the simulation results using python-Matplotlib, producing insightful graphical outputs. Expertly handled missing data and anomalies during the analysis process. - Authored comprehensive reports presenting the findings and implications of the simulations, providing valuable insights for data-driven decision-making and spatial analysis tasks.

ALPHONSA ARTS AND SCIENCE COLLEGE, SULTHAN

N/A

BATHERY | May 2018 - Aug 2018

Asst. Professor and Head

- Organized various activities and events for students to encourage their interest and continued study in Physics. - Conducted lectures on Electronics, Thermodynamics, Optics, and Astronomy for undergraduate students majoring in Physics. - Facilitated laboratory sessions for students to develop practical skills and reinforce theoretical concepts. - Mentored students in their Bachelor's thesis projects, guiding them in selecting research topics, literature review, and presentation skills. - Contributed to the development of course materials, assessments, and evaluations. - Maintained a positive learning environment by ensuring student engagement and participation. - Encouraged critical thinking, problem-solving, and scientific inquiry skills among students.

SNDP Yogam Arts & Science College, Pulpally | Feb 2018 - May 2018

Assistant Professor

- Taught Python Programming language, Waves, and Oscillations to undergraduate students majoring in Physics. - Conducted lectures on Advanced Quantum Mechanics for graduate students pursuing a Masters's degree in Physics. - Facilitated laboratory sessions for students to develop practical skills and reinforce theoretical concepts. - Knowledge of pedagogical principles and effective teaching strategies for engaging and motivating students.

National Centre for Radio Astrophysics | Jun 2016 - Jul 2016

Data Scientist (Internship)

- Conducted research on active galactic nuclei (AGN) under the guidance of Dr. Dharam Vir Lal. - Developed a theoretical model of AGNs with a supermassive black hole as the central core, an accretion disc, and jets to understand their dynamics. - Investigated the different observational classes of AGNs and created an orientation-based unification scheme for their unification. - Utilized AIPS to image emitted jets and understand their interaction with the intergalactic medium. - Contributed to the understanding of the role of active galactic centers in galaxy evolution.

My Education

Take a look at my formal education

Doctor of Philosophy - PhD, Astronomy and Astrophysics  · (June 2019 - MarchUniversity of Cologne | 2023
Master of Science, PhysicsGandhigram Rural Institute | 2017
Bachelor of Science - BSc, PhysicsWMO Arts & Science College, Muttil | 2015

About Me

aleena baby

I am a doctoral student at the University of Cologne looking for data scientist positions.

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