Profile Details

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Hire Ankit G.

India

USD 15 /hr

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

Profile Summary

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.

Subject Matter Expertise

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

Services

• 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

Work Experience

Product Engineer (Computer vision)

Vijana Labs.ai

September 2021 - Present

Key Accounts Manager

Bharat Sanchar Nigam Limited

November 2017 - June 2019

Education

M Tech

Indian Institute of Science, Bengaluru

August 2019 - July 2021

B. Tech

Maharaja Surajmal Institute of Technology, Delhi

August 2011 - July 2015

Certifications

• Certification details not provided.