$$
{{ $t($store.state.user.experience_value_in_dollars) }}
Junior
{{ $t($store.state.user.experience_search_name) }}
0
jobs
vinayak athavale
,
London, United Kingdom
Experience
Other titles
Skills
I'm offering
Markets
United Kingdom
Language
English
Fluently
My experience
2019 - ?
job
DATA SCIENTIST
Shipamax.
• Working in a early stage YCombinator 17 funded startup building AI solutions for the shipping industry. Responsible for building prototypes and also writing production code for the information extraction system.
• Built a document classification system for classifying shipping documents and a short text classification system for extracting shipped goods
from invoices using word embeddings.
• Currently working on a sequential model based on LSTM's to extract various attributes in a document.
• Conducted reading group sessions on explainable machine learning and natural language processing.
• Technologies used: Python, Keras, Sklearn, Spacy, Docker, Kubernetes, Postgres
• Built a document classification system for classifying shipping documents and a short text classification system for extracting shipped goods
from invoices using word embeddings.
• Currently working on a sequential model based on LSTM's to extract various attributes in a document.
• Conducted reading group sessions on explainable machine learning and natural language processing.
• Technologies used: Python, Keras, Sklearn, Spacy, Docker, Kubernetes, Postgres
Python, Writing, Machine learning, Docker, Kubernetes, Word, Natural, Shipping, Postgres, Keras, Ai, Production, Processing
2019 - 2020
internship
MACHINE LEARNING INTERN
Gini GmbH.
• Worked on a system that automatically extracts important fields from german invoices and other documents.
• Built an OCR (Optical Character Recognition) system by using CTC (Connectionist Temporal Classfication) based models.
• Worked on improving the LSTM based (NER) Named Entity Recognition module by adding priors from the image data.
• Technologies used: Python, Tensorflow, Keras, Sklearn, Docker
• Built an OCR (Optical Character Recognition) system by using CTC (Connectionist Temporal Classfication) based models.
• Worked on improving the LSTM based (NER) Named Entity Recognition module by adding priors from the image data.
• Technologies used: Python, Tensorflow, Keras, Sklearn, Docker
Python, Machine learning, Docker, Tensorflow, Keras, OCR, Internal
2018 - 2018
internship
MACHINE LEARNING RESEARCH INTERN
TCS Research.
• Developed statistical and heuristic based models to automatically estimate the skill of an applicant based on their resume.
• Worked on the problem of mapping tech certifications to skills. Used various clustering and topic modelling algorithms (Latent Dirichlet Allo- cation, K means) to cluster tech certifications together.
• Technologies used: Python, Gensim, Pandas, Sklearn
• Worked on the problem of mapping tech certifications to skills. Used various clustering and topic modelling algorithms (Latent Dirichlet Allo- cation, K means) to cluster tech certifications together.
• Technologies used: Python, Gensim, Pandas, Sklearn
Python, Machine learning, Research, Algorithms, Internal
2016 - 2017
internship
MACHINE LEARNING INTERN
Callhealth.
• Worked on building various Machine Learning and Deep Learning models for building AI tools in the Healthcare sector.
• Implemented a system for classifying medical questions using CNN's + Word Embeddings.
• Created a prototype for a drug recommendation system that recommends drugs for treating certain diseases.
• Supervised a team of 2 interns to create a few datasets in the Medical domain.
• Technologies Used: Python, Keras, Sklearn, Flask
• Implemented a system for classifying medical questions using CNN's + Word Embeddings.
• Created a prototype for a drug recommendation system that recommends drugs for treating certain diseases.
• Supervised a team of 2 interns to create a few datasets in the Medical domain.
• Technologies Used: Python, Keras, Sklearn, Flask
Python, Machine learning, Deep learning, Word, Flask, Keras, Ai, Internal
My education
2018
-
2020
IIIT
Masters, COMPUTATIONAL LINGUISTICS
Masters, COMPUTATIONAL LINGUISTICS
2014
-
2018
n/a
BSc, COMPUTER SCIENCE
BSc, COMPUTER SCIENCE
vinayak's reviews
vinayak has not received any reviews on Worksome.
Contact vinayak athavale
Worksome removes the expensive intermediaries and gives you direct contact with relevant talent.
Create a login and get the opportunity to write to vinayak directly in Worksome.
38000+ qualified freelancers
are ready to help you
Tell us what you need help with
and get specific bids from skilled talent in Denmark