Profile

Allen Philip J

Machine Learning Engineer | Building Scalable ML Systems

9.8

Years of Experience

Education

iit, sboa school and junior college

Companies

adobe, blue yonder, predible, oracle, wipro, reliance, bodhridge entreprises

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Email

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Experience

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    2021 - Present

    adobe

    Machine Learning Engineer 4, Firefly GenAI

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    2016 - 2021

    blue yonder

    Senior ML Engineer, Demand Forecasting

    - End-to-end design and implementation of a new distributed process module for supporting optimisation of price elasticity estimation for a customer as part of the pricing and promotion team. - Refactored and optimized existing retail price elasticity process to be more effective for code maintenance, improved testability, significantly decreased code complexity and allowed for a more effective agile development - Designed and implemented PoC for a low touch solution to inject intelligence and automate planning to improve promotion planning process using Machine Learning and Predictive Analytics - Worked on the side building a NodeJS utility tools with Python scripts to help support QA and testing

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    2016 - 2016

    predible

    Data Scientist - Intern

    - Designed and implemented a multi-context deep learning algorithm for precise segmentation of digital pathological slides of ovaries for abnormality detection as a consultancy project for Sunpharma Pvt Ltd, Mumbai. - Implemented a post processing engine in Python for processing the outputs from the deep learning model and perform connected component analysis on the same for abnormality detection. - Optimized the runtime of the model and the post processing scripts. - Achieved 100% sensitivity and 95+% specificity on a test set of over 100 slides

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    2014 - 2016

    oracle

    Software Engineer, Cloud Commerce

    - Designed and implemented a product catalog search algorithm for a sample fresher project, as well as a neighbourhood based recommendation system for suggesting products to users. - Extension of a notification framework for an Oracle Cloud Commerce application supporting email, push notifications etc. - Worked on a number of front end and backend development projects implementing functional features on the application, projects on improving code coverage and code optimisation. - Server-side design and implementation of core B2B functional flows including B2B user management, multiple catalog and price list management as part of an upcoming Oracle Cloud Commerce product.

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    2013 - 2013

    wipro

    Application Developer

    - Conceptualized, designed, developed and deployed mobile applications implementing a Virtual Insurance Advisor hybrid application on Android and iOS platforms for tablets. - Devised an intelligent system heuristic to analyze user data on cloud, to deliver optimal predictions using PCA - Deployed a C# .NET web-service to feed in live market data and for computing intensive learning algorithms.

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    2012 - 2012

    reliance

    Project Consultant

    - Separated heart-lung sounds using modulation filtering of the signal’s spectro-temporal representation - Designed an adaptive filter using recursive LMS algorithms and improved SNR by over 500%

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    2011 - 2011

    bodhridge entreprises

    Application Developer

Experience

58 Skills

Agile Methodologies

Algorithms

Amazon Web Services (AWS)

Anomaly Detection

Apache Airflow

Apache Kafka

Apache Spark

Apache Storm

Back-End Web Development

Big Data

Cloud Computing

Complexity Theory

Concurrent Programming

Data Analytics

Data Engineering

Data Science

Data Structures

Data Visualization

Design

Design Patterns

Distributed Systems

Elasticsearch

Event Driven Programming

Extract, Transform, Load (ETL)

FastAPI

forecasting

Grafana

Hadoop

Integration

Java

JavaScript

Keras

knockout

Linux

Machine Learning

Machine Learning (ML)

Microservices

Microsoft Excel

Microsoft Word

MySQL

Node.js

NoSQL

Object-Oriented Programming (OOP)

PowerPoint

Predictive Analytics

Python

Python (Programming Language)

PyTorch

Research Scientist

Server Side Programming

Software as a Service (SaaS)

Software Engineer

Spring Framework

SQL

Systems Design

Technical Design

Time Series Forecasting

Unix

Education

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    2010 - 2014

    iit

    Bachelor's Degree

    Electrical Engineering

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    2000 - 2010

    sboa school and junior college

    High School

    Computer Science

Colleagues at adobe

Kate Eom

Group Product Manager

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kaushal jha

Lead Software Engineer

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Kaushal Mishra

Computer Scientist

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Kaushik L V

Software Development Engineer II

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Colleagues at blue yonder

Jonty Singla

Software Engineer

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Kalyan Pidugu

Senior Software Engineer

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Kamal Parekh

Enterprise Solution Architect

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Kapil Suri

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