Methmal Udan

Methmal Udan

Data Scientist
Sri Lanka

About Me

Driven data scientist with expertise in computer vision, natural language processing, and machine learning. I aim to contribute to innovative projects, leveraging solid foundations in image classification, object detecti…

Experience

Data Scientist

Data Disca (Pvt) Ltd.
May 2022 - Present · 4 years 5 months

<p>Lead a team on various projects.<br>
Proficient in Python for NLP, SQL, Machine learning, and Deep learning.<br>
Applied supervised learning techniques.<br>
Experienced in OOP, API (Fast API) and Docker.<br>
Skilled in ReactJS, Linux, AWS, MongoDB, Kubernetes.<br>
Conducted web scraping, Django development.<br>
Experienced in GitHub for version control.</p>

Data scientist

Data Disca
Oct 2021 - Present · 5 years

Machine Learning Model Development:
design, develop, and fine-tune machine learning models. This involves selecting appropriate algorithms, preprocessing data, feature engineering, and optimizing model performance.
Collaborate with cross-functional teams to identify business problems that can be solved using machine learning techniques.
Data Analysis and Insights:
Dive deep into datasets, extracting valuable insights and patterns.
Translate complex data into actionable recommendations.

Python Code Development:
write efficient, modular, and maintainable code. Whether it’s implementing ML algorithms.
Leverage libraries like NumPy, pandas, and scikit-learn to build robust solutions.
Project Handling and Delivery:
Lead end-to-end ML projects—from scoping and planning to execution and deployment. ensure projects are delivered on time.
Manage project risks, allocate resources, and maintain clear
Team Leadership:
As a lead, you inspire and guide your team. Foster a collaborative environment where knowledge sharing and continuous learning.

Trainee Data Scientist

Data Disca (Pvt) Ltd.
Oct 2021 - Apr 2022 · 6 months

<p>Data analysis.<br>
Tableau dashboard creations.<br>
Get the opportunity to learn supervised and unsupervised learning techniques.</p>

Skills

Python Data Investigation Analysis Machine Learning Algorithms Deep Learning Natural Language Processing SQL Machine Learning Supervised Learning OOP FastAPI Docker ReactJS Linux AWS MongoDB Kubernetes Web Scraping Django GitHub Computer Vision Image Classification VGG ResNet Inception Xception Object Detection YOLO YOLOR SSD RCNN Image Translation GAN CycleGAN NLP Text Classification BERT LSTM GloVe Word2Vec Logistic Regression SVM Random Forest Naive Bayes XGBoost TensorFlow Keras PyTorch Gradient Boosting AdaBoost LDA KNN DBSCAN OPTICS
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