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Senior Machine Learning Engineer / Data Scientist

Heicoders Academy

Instructor

Gojek

Data Scientist

Data Analyst

Kuprion Inc

R&D Assistant

Fave

Growth Planner

Nanyang Technological University

Research Assistant

Xfers

Marketing Analyst

🤖 I use analytics, machine learning and deep learning to fight spam content at work. Classic ML algorithms, time series analysis, natural language processing, or computer vision are just some examples of the techniques I’ve used.

🧑‍🏭 I like learning and teaching things! I'm a chemical engineer turned data scientist. I self-learnt pretty much everything to move into tech. I'm now pursuing my Master's in Computer Science, teaching at a data science bootcamp, and sharing data science knowledge online.

Let’s connect. 
Personal site: https://www.travistang.com
Email: travistang.vh@gmail.com

Travis Tang

Mahindra Group

Machine Learning Intern

GeeksforGeeks

Data Science Intern(TCE)

Smollan

Data Science Intern

Varchasva

Community Contributor

AccioJob

Technical Content Writer

SoftDodge

• Developed a Podcast Recommendation system for the Voicifer app.
• The recommendations are based on the popularity of the genre of podcasts and collaborative filtering.
• Technologies and Frameworks: Python, GitLab, Scikit-learn, Pandas.

PlotMyData

-- Predicted percentage of students based on the number of hours spent studying using linear regression.
-- Analyzed the dataset having 23 features and predicted whether a person has Parkinson's Disease by applying the XGBoost classifier with an accuracy of 94.87%.
-- Applied TF-IDF vectorizer to 6335 pieces of news and classified whether a piece of news is real or fake using a PassiveAggressive Classifier with an accuracy of 93.13%.
-- Predicted the best ad among 10 ads by maximizing the total reward given by users after a certain number of rounds using the Upper Confidence Bound Algorithm and visualized the results using a histogram.
-- Developed a Q&A bot that can respond to questions concerning a given context.
-- Achieved validation accuracy of 80%.

Data Scientest

Pratham Soneja is pursuing a B.Tech in Computer and Communication Technology with a strong background in programming and data analysis.
He has interned at Mahindra Group and GeeksforGeeks, where he worked on projects involving machine learning and data analysis.
Pratham's coursework includes:
    ->Design and Analysis of Algorithms
    ->Object-Oriented Programming
    ->Database Management Systems
    ->Operating Systems
    ->Computer Networks
    ->Software Engineering
He is proficient in a variety of programming languages and frameworks, including:
    ->Python
    ->SQL
    ->C/C++
    ->HTML
    ->CSS
    ->Tensorflow
    -> PyTorch
He has participated in the Smart India Hackathon and the Accenture Virtual Experience Program and has contributed to Kaggle.
Pratham holds a patent for a system and method for generating audio information to guide a visually impaired user.
He has held positions of responsibility as an AI team member for the Mars Rover Society and as a community contributor and speaker for Varchasva.
Pratham is eager to join a forward-thinking organization and bring his skills and expertise to a new team. He is confident in his ability to make an immediate impact and is always looking for opportunities to grow and learn in his field.

Pratham Soneja

taplio

The Battle

Travis Tang

Pratham Soneja

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