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Name: Manikandan Sivanesan`

Type: User

Company: Red Hat

Bio: Software Builder & Tinkerer.

Twitter: manisnesan

Blog: https://www.linkedin.com/in/manisnesan

Hi there 👋

🔭 I’m currently working as a AI Technical Strategy Lead | Senior Principal Software Engineer @ Red Hat on Search Relevance, Language Understanding and Ranking.
🌱 I’m currently learning Deep Learning as a fast.ai international fellow.

Talks

Using Intent Data to Optimize the Self-Solve Experience - How Red Hat uses intent data to automate and improve workflow efficiency for support personnel and contact centers - Activate, Virtual Search & AI Conference - 2020
Empowering Customers to Self Solve: A Findability Journey - Activate 2018 - Evolution of different search techniques in our Solution Engine and the customers’ search journey.

Papers

Paper - HASOC 2020 conference describes our team's approach to the solution submitted using Bert Fine-tuning for the Identification of Hate Speech and Offensive Language in Indo-European Languages.
- Abstract: This article describes our team Chrestotes’ approach to the solution submitted to HASOC 2020: Hate Speech and Offensive Content Identification in Indo- European Languages. We demonstrate an end to end solution to the fine-grained detection of hate speech in tweets. Our solution is focused on the English Task which has been split into two subtasks. Our model achieved macro-average f1- scores of 0.4969 and 0.2652 on the subtasks A and B respectively. This solution places us in the middle of the leaderboard for subtask A and first place for subtask B.

Certifications

International Fellowship to attend fastai - Deep Learning for Coders course 2022 | 2020
Search with Machine Learning - Co:rise March 2022
Full Stack Deep Learning - Spring 2021 - fastclean : Experiments to find incorrect labels in the dataset and noisy training
[Coursera] Machine Learning Foundations: A Case Study Approach - Jan 2016
[Coursera] Cloud Computing Applications - Oct 2015
[Coursera] Functional Programming Principles in Scale - Jun 2014

Manikandan Sivanesan`'s Projects

ai-toolkit-iot-edge

AI Toolkit for Azure IoT Edge

android_platform_frameworks_base

Mirror of git://android.git.kernel.org/platform/frameworks/base.git with TaintDroid additions (Mirror lags official Android)

anlp19

Course repo for Applied Natural Language Processing (Spring 2019)

ansible-vagrant-examples

Ansible examples using Vagrant to deploy to local VMs.

applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

applied-nlp

Course repository for Applied Natural Language Processing

article-deduplication

ask_ai

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going).

bigtop

Mirror of Apache Bigtop

blurr

A library that integrates huggingface transformers with the world of fastai, giving fastai devs everything they need to train, evaluate, and deploy transformer specific models.