irinaarmstrong Goto Github PK

followers: 8.0 following: 10.0 repos: 50.0 gists: 0.0

Name: Ирина Абдуллаева

Type: User

Company: AIRI

Location: Russia, Moscow

Hi everyone, my name is Irina 👋 and I ❤️ Data Science

🔭 NLP DS at Artificial Intelligence Research Institute (AIRI)
🌱 PhD Student at MIPT

Field of interests: Natural Language Processing (NLP), Computer Vision (CV), Multi-modality, Biometry

Skills 🛠️

Languages: Python
DS/ML/DL: NumPy, SciPy, Pandas, Scikit-Learn, PyTorch, Tensorflow, Keras
Big Data: Oracle, PostgreSQL, Hive, Spark

Work experience 👔

Job Position	Company	Field	Work Period
DL Researcher	Artificial Intelligence Research Institute (AIRI), FusionBrain	LLM Pretraining, Multi-modality reaserch	01.02.2023 — until now
MiddleNLP Data Scientist	SberDevices, Intelligent Document Processing (IDP)	LLM Pretraining, DocVQA, Few-shot Multi-modal classification, NER	01.04.2021 — 27.01.2023
Middle NLP Data Scientist	Sber Reliability	Meta-learning in NLP, TS forecasting	01.04.2021 — 28.02.2022
AI Research Engineer	MIPT	Research in Meta-learning DL in Biometrics	01.06.2020 — 01.01.2021
BI Engineer Analyst	VTB	Analytic, DWH design	01.06.2019 — 01.11.2019
QC Engineer Intern	SberTech	Automatization of UI unit testing	01.06.2018 — 01.08.2018

Collaboration

👯 I am always glad to collaborate to participate in any NLP competition! 😄

Ирина Абдуллаева's Projects

awesome-ocr-resources

A collection of resources (including the papers and datasets) of OCR (Optical Character Recognition).

cnn_lstm_ctc_ocr

Tensorflow-based CNN+LSTM trained with CTC-loss for OCR

cnnforemotionrecognition

conll-2003_ner

Named entity recognition (NER) on CoNLL-2003 dataset (English subset).

convolutionalneuralnetwork

crawler

Searching robot

crawlerwiththreads

ctcwordbeamsearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model for TensorFlow.

deep_learning_projects

deeptextspotter

deslantimg

The deslanting algorithm sets text upright in images. CPU and GPU implementation provided.

east

A tensorflow implementation of EAST text detector

facialemotionrecognition

Using Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann

facialrecognition-viola-jones

Facial recognition system using Viola–Jones object detection framework and algorithm

faze-implementation

Partly self-made FAZE framework implementation, hardly based on original paper.

few_shot_gaze

Pytorch implementation and demo of FAZE: Few-Shot Adaptive Gaze Estimation (ICCV 2019, oral)

fingerprint_verification

Verification of person using fingerprints

gazeverification

Eye movement biometrics (EMB) research project

gazeverificationstand

getting-started

Getting started with OpenCV and JavaFX

halite-ii_ml

Halite Two Sigma Simple ML Bot version

handwrittentextrecognition

Offline Handwritten Text Recognition (HTR) system

hrnet-facial-landmark-detection

This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919