Jupyter lab, Google colab, VS code
Krishna Kumar
Research Associate @ PTU (krish.kk.1095@gmail.com / +91 9597208767)
Puducherry,TN
Summary
Organized and dependable candidate successful at managing multiple priorities with a positive attitude. Willingness to take on added responsibilities to meet team goals. To obtain a challenging and responsible position in the area of Software development using python where the knowledge, ability and dedication will be utilized.
Overview
2
2
years of professional experience
8
8
years of post-secondary education
4
4
Certifications
2
2
Languages
Work History
Junior Research Associate
Puducherry Technological University
Puducherry, Puducherry
03.2022 - Current
- Performed in-depth interviews with research subjects (twitter coordinated bot detection) and compiled data (twitter user timeline data) and analyses into reports for review by supervisor.
- Collected and recorded data at Twitter social media platform for later assessment and data analysis.
- Created and implemented procedures to obtain required information and support research goals.
- Used GitHub Online platform to update project details and provided regular updates to supervisor.
- Assisted 1 scientists with in-depth data research in both lab and office environments.
- Disseminated research findings to personnel as white papers, presentations and spreadsheets.
- Led projects and analyzed data to identify opportunities for improvement.
- Learned new skills and applied to daily tasks to improve efficiency and productivity.
- Actively listened to supervisor's requests, confirming full understanding before addressing concerns.
Assistant Professor of Computer Science
Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology
Chennai, TamilNadu
03.2021 - 03.2022
- Trained and developed over 150 students' skills in Python Programming , Data structures, Modern Operating Systems,Machine learning for Data science and InfyTq(Placement Training) for both UG and PG students.
- Tested and evaluated student progress to determine effectiveness and impact of teaching methods, materials and projects.
- Emphasized web etiquette and practical applications of technology for professional use.
- Attended professional development technology courses to increase knowledge base and learn new information.
Data Science Intern
Manipal Prolearn
Bangalore, Karnataka
05.2020 - 09.2020
- Created data visualization graphics, translating complex data sets into comprehensive visual representations.
- Improved data collection methods by designing surveys, polls and other instruments.
- Studied extensively in machine learning engineering and design, specializing in automation.
- Tested and validated models for accuracy of predictions in outcomes of interest.
- Modeled predictions with feature selection algorithms to solve problems related to Natural Language Processing.
Education
Post Graduate Diploma in Data Science - Data Science
Manipal Prolearn
Bangalore 07.2019 - 09.2020
M.Tech - Distributed Computing Systems
Pondicherry Engineering College
Puducherry 09.2015 - 05.2018
B.Tech - Information Technology
Rajiv Gandhi College of Science And Technology
Puducherry 08.2012 - 04.2016
Skills
Python, OOPS
SQL (RDBMS) and Columnar DB (MongoDB)
Exploratory data analysis (Pandas DataFrame, Spark DataFrame , Regular expressions and statistical analysis)
Data Visualization (Matplotlib, Seaborn, Word cloud)
Machine learning (Predictive analytics models and collaborative filtering )
Natural language processing (NLTK preprocessing, Sentiment analysis)
Data Scrapping (BeautifulSoup , selenium python, Tweepy) web driver)
MS Word,MS Excel, Powerpoint Presentation
Training and Development
Software
Postman API, Git
Tensorflow, keras, pandas,numpy, scikit Learn
Certification
Post graduate diploma in data science from Manipal Prolearn
Interests
Python Development,Machine Learning,Data visualization
Additional Information
Personal Projects
AMAZON and FLIPKART reviews Sentiment Analyzer (python, pandas, numpy, seaborn, NLP (nltk) , Sentiment Analysis (AFINN and Vader Lexicon)) [IDE- Jupyter Notebook]
Prediction of Employee Attrition rate using Machine Learning Algorithm (Python, Pandas , numpy, data pre-processing, matplotlib, machine Learning (Logistic regression and Bernoulli Naive Bayes)) [IDE- Jupyter Notebook]
Timeline
Junior Research Associate
Puducherry Technological University
03.2022 - Current
FDP @ E&ICT, IIT Kanpur Data science for All
06-2021
FDP @ E&ICT, IIT Kanpur Introduction to Software Development Life Cycle
05-2021
FDP @ E&ICT, IIT Kanpur Python Programming
04-2021
Assistant Professor of Computer Science
Vel Tech Rangarajan Dr.Sagunthala R&D Institute of Science and Technology
03.2021 - 03.2022
Post graduate diploma in data science from Manipal Prolearn
09-2020
Data Science Intern
Manipal Prolearn
05.2020 - 09.2020
Post Graduate Diploma in Data Science - Data Science
Manipal Prolearn
07.2019 - 09.2020
M.Tech - Distributed Computing Systems
Pondicherry Engineering College
09.2015 - 05.2018
B.Tech - Information Technology
Rajiv Gandhi College of Science And Technology
08.2012 - 04.2016