プロフィール詳細

プロジェクトを作成

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Ankit G.に依頼

India

Done masters from IISc Bengaluru (#186 in QS world univ. ranking) in Data Science| Expert in Machine Learning and Python

プロフィール概要

I am a data scientist with the expertise in Deep learning, computer vision and natural language processing, bioinformatics. Worked on various projects like: 1. Tumor segmentation on BRATS 2020 data-set : Implemented U-net architecture along with data augmentation to segment brain tumor cells. 2. Natural Language Inference on SNLI 1.0 database : Developed LSTM model to classify between three classes based on second sentence entails/ contradicts the first sentence. 3. Identified frequently bought product pairs from grocery transactions : implemented Apriori algorithm using map-reduce framework to find most associated supermarket products in terms of buying patterns. 4. Structural analysis of homo-dimer proteins using simulation: Used these analyses to find structurally and functionally important regions in the protein. 5. Working on image to word detection on checks: Used efficient-net, Yolov4 and various other models to extract information from checks.

専門分野

• ★ Natural Language Processing
• ★ Deep Learning
• ★ Computer Vision
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Machine Learning
• ☆ Bioinformatics

サービス

• Writing
• Research
• Data & AI
• Product Development

Writing Technical Writing, Copywriting, Newswriting

Research Market Research, User Research, Feasibility Study, Gap Analysis, Gray Literature Search, Systematic Literature Review

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

Product Development Formulation, Concept Development

職務経験

Product Engineer (Computer vision)

Vijana Labs.ai

9月 2021 - 現在

Key Accounts Manager

Bharat Sanchar Nigam Limited

11月 2017 - 6月 2019

学歴

M Tech

Indian Institute of Science, Bengaluru

8月 2019 - 7月 2021

B. Tech

Maharaja Surajmal Institute of Technology, Delhi

8月 2011 - 7月 2015

認定資格

• 認定資格の詳細は未入力です。