Phileas

Work History

(newest to oldest)

Clusterise

- Founder

Time spent 3 months, days

Product:
Helping people make sense of all the noise.
VerticalScope

TSX:FORA

- ML Engineer

/ Data Scientist
Projects[ RecSys / Search / IR / NLP / ENG ]
:
- •
  Recommender System (Reading Recommendation)
- •
  Homepage & Search Ranking Models
- •
  Forum Domain Aware Language Models
- •
  Text Summarization (Extractive)
- •
  Spam Filtering / Anomalous Social Network Pattern Analysis
- •
  Representational Learning using Graph Neural Networks (for speedup & document representation)
- •
  A/B/C/n test pipeline for Search & Recommended Reading
- •
  Online learning feedback system
Technology
:
GCP, Java, Go, php, Kubeflow, Pytorch, Tensorflow 1.16&2.1/2.2, Jenkins, Kubernetes, Spinnaker, Helm, Vespa.ai Engine

About the company
:
Owner's of thousands of communities, including:RateMDs, AVSForum, RedFlagDeals, Fixya, Skyscrapercity, and several thousands of other communities holding 100M-30MM users each. ~110 million monthly active users (2022).

Top 10 Social Media Platforms
-

businesswire

| IPO'd in June 2021.
Intelligence

- ML Engineer
Projects[ NLP / Search / ENG ]
:
- •
  Q&A Retrieval Models
- •
  Ranking Models(LTR)
- •
  Built the Elastic Search Ingestion Pipeline
- •
  Case Document NER
Technology
: AWS, Java, Javascript, Pytorch, Tensorflow & Keras, Jenkins, Kubernetes, Solr & Elastic Search

About the company
:
A legal tech startup who partnered with , and got backed by
Y

Combinator

.