Senali Perera

Personal Profile

Full name:

Kiriella Gurunnanselage Senali Niroma

Perera.

Address:

***/**, *********** ****,

Kotuwegoda Rajagiriya.

Gender: Female

Date of Birth: 04/08/1997

Phone: 071*******

Email: ad3rxp@r.postjobfree.com

LinkedIn:

https://www.linkedin.com/in/senali-

perera-916282215

Github:

https://github.com/Senaa4

Skills

Programming Languages

(Python, Java, R)

SQL, MySQL

Machine learning

(Pandas, TensorFlow,

NumPy, Matpotlib,Seaborn,

Scikit-learn)

Data Visualization

(Looker Studio, Looker)

Selenium

VertexAI and BigQuery

GenerativeAI

Neural Networks

Deep Learning

Statistical Analysis

Mathematical modeling

Version Control(Git,

GitHub)

HTML/CSS

Team Work

Communicational skills

Analytical thinking

Career Objective

An AI/ML intern with a strong academic background in computing and specializing in mathematics, mathematical modeling and statistics, is seeking a AI/ML Engineer position. With analytical skills, programming proficiency, and a passion for data, I aim to contribute to the success of a data-driven organization. Relevant Work Experience

AI/ML Intern Aug 2023 – Feb 2024

NCINGA PTE LTD – Colombo 02

As an AI/ML intern at NCINGA, I contributed to advanced projects using Google Cloud technologies, including BigQuery and Vertex AI. I also did a project on LookerStudio and Looker showcasing my data visualization skills. This internship strengthened my AI/ML foundation and prepared me for real-world challenges, enhancing my skills in cloud-based solutions.

Education

B.Sc. (Joint Major) Degree in Computing & Information Systems and Mathematics & Mathematical Modelling, Statistics.

Institution – Wayamba University of Sri Lanka

Duration – February 2019 to December 2023

Bachelor of Information Technology.

Institution – University of Colombo School of Computing

Duration – January 2018 to April 2021

Award – Obtained Degree in Information Technology Diploma in Information Technology and e-commerce.

Institution – ESOFT Metro Campus

Duration – December 2017 to August 2018

Award – Obtained Diploma in Information Technology and e- commerce which in Pearson (UK) assured.

G.C.E. Advanced Level Examination.

Institution – Devi Balika Vidyalaya, Colombo 08.

Year – 2017

Award – Combined Maths :A

Chemistry :C

Physics :S

Curriculum Vitae

Projects

Climate Analysis using Knowledge Graph – Final Year Research The final year research utilized a Knowledge Graph approach, Neo4J, and Jupyter Notebook to analyze South Asia's climate data sets, showcasing proficiency in graph database technologies. Tools – Neo4J, Jupyter Notebook

Executive Insights System Projects

This Projects utilized BigQuery, LookerStudio, Looker, and LookML tools for data analysis and visualization. Key dashboards like Annual Project Summary, Employee Project Workload, and Time Spent on Projects provided valuable insights for management and HR teams, enhancing decision-making processes. Tools – BigQuery,LookerStudio,Looker,LookML

Predict Customer Churn using Advanced Learning Algorithms The project utilized advanced learning algorithms to predict customer churn, utilizing Jupyter Notebook to analyze historical data. The model was refined through preprocessing and feature engineering, providing valuable insights for proactive customer retention strategies. Tools – Jupyter Notebook

Analyse and Predict NYC Taxi Fare with Vertex AI workbench The project "Analyze and Predict NYC Taxi Fare with Vertex AI Workbench" used Vertex AI and BigQuery to analyze and predict NYC taxi fares. The integration with BigQuery ensured efficient data preprocessing, demonstrating proficiency in deploying predictive models for real-world applications. Tools – Vertex AI, BigQuery

Certifications

Certificate of Inter-University Advertisement competition organized by the Department of Marketing of the Faculty of Management and Finance of the University of Ruhuna. Courses

Google Cloud Skills Boost Badges - https://partner.cloudskillsboost.google/public_profiles/26e0f9a0-1bc7- 423e-8561-a4399f7f5eb2

Certificate of Artificial intelligence – Udemy

Certificate of Image Processing Onramp – MathWorks

Certificate of The Fundamentals of Digital Marketing – Google Digital Garage Non-Related Referees

Eng. W. N. Jayalath

Deputy General Manager

Control and Protection, Transmission

Ceylon Electricity Board,

Kent Road,

Colombo 09,

Sri Lanka

Tel: +94-112******

Mobile: 071*******

Email: ad3rxp@r.postjobfree.com

Mr. C. Abeysundera

Accountant

Orion Fund Management (Pvt) Ltd,

No. 16, Tissa Road (Off Havelock Road),

Colombo - 06,

Sri Lanka

Mobile: 070-***-****

Email: ad3rxp@r.postjobfree.com

I, the undersigned, hereby certify that all the above-furnished particulars are true and correct to the best of my knowledge and belief.Yours faithfully,

Senali Perera.

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