Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
Hi, I’m

Divya Ankam

Montreal,Canada
Divya Ankam

Summary

Looking for a research PhD position in Deep Learning, Conversational AI and Causality to solve real world problems.

Overview

10
years of professional experience

Work History

Google

AI/ML Solutions Engineer
Current

Job overview

  • In, Cloud Platform (GCP) specializing in Artificial
  • Intelligence and Machine Learning solutions
  • Providing architecture and delivering innovative AI/ML solutions that drive business value to GCP clients
  • Product Engagement Lead for Cloud Conversational AI, Personalized customer service solution based on ML insights
  • Dialogflow SME : High-quality automated conversational experiences available for multiple channels
  • Presented at InnovAI Google 2023 : Future of AI Exhibit powered by Google
  • Technologies : GCP Vertex AI, Dialogflow, CCAI, AutoML, Generative AI, Model Garden
  • Natural Language AI

Morgan Stanley

Data Scientist
04.2019 - 01.2021

Job overview

  • Creating set of Machine learning solutions to enhance system that stores Data Models
  • Lineages, and Data Quality Rules
  • These rules define business logic's which control Database metadata thus facilitating their conversion to SQL statements which then are fed into
  • UI dashboards for business reporting and trend analysis
  • Designed and coded anomaly detection models for histogram Image-processing system to catch anomalies on client sensitive data
  • Trained and deployed DeepAR machine learning models on AWS Sagemaker to analyze trading volumes, coded hyperparameter tuning for models
  • Created multithreaded time series anomaly detection system for data quality checks on ticker information of trade prices
  • Used Dask for multiprocessing, to speed up process on internal cloud from 20 hours to 2h
  • Technologies: Python, AWS Sagemaker, OWL, autosys, Dask, H2O.ai, DB2, Sybase,Greenplum.

Morgan Stanley

Technology Analyst Summer Intern
05.2018 - 04.2019

Job overview

  • Implemented a watchtower (WT) Perl and Python API to send Sybmon/Msqlmon server data to WT
  • Engineered the solution from backed, creating data models, to writing the Python interface and designed Splunk dashboards to display the results

Concordia University

Research Assistant
09.2017 - 05.2018

Job overview

  • Coded ML algorithms from scratch and implemented a novel regression model to correlate market share values to Google Trends
  • Wrote 3 conference papers for international conferences
  • Analyzed latest research papers in Machine learning

IBM

Application Developer
05.2014 - 02.2017

Job overview

  • AT&T (Telecom Domain)
  • Wrote a Java based application to enhance features of an existing application to display client data
  • Wrote JDBC connections to Sybase, Greenplum and DB2 servers to enrich data

Education

Concordia University
Montreal, Canada

MASc from Quality Systems Engineering
2019

University Overview

  • Supervised by Prof. Nizar Bouguila

VTU
Bangalore, India

Bachelor of Engineering from Electrical & Electronics Engineering
2013

Skills

  • Concordia University : Graduate Workshop: Data Visualization with Python
  • Montreal College of Information Technology : Graduate Course: Data Manipulation
  • Algorithm Computers : Undergrad Courses : C, C, C#, Java, Python, SQL/PLSQL

Accomplishments

  • Concordia Merit Scholarship | Concordia University Conference & Exposition Award

Timeline

Data Scientist

Morgan Stanley
04.2019 - 01.2021

Technology Analyst Summer Intern

Morgan Stanley
05.2018 - 04.2019

Research Assistant

Concordia University
09.2017 - 05.2018

Application Developer

IBM
05.2014 - 02.2017

AI/ML Solutions Engineer

Google
Current

Concordia University

MASc from Quality Systems Engineering

VTU

Bachelor of Engineering from Electrical & Electronics Engineering

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Divya Ankam