Ashutosh Tiwari

Machine Learning Engineer

San Francisco, California, United States9 yrs 5 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in Fairness Aware Graph Machine Learning.
Led data acquisition and ML platforms at major tech firms.
Strong background in research and development in AI.

Stackforce AI infers this person is a Data Science and Machine Learning expert with a focus on fairness and bias in AI.

Contact

Skills

Core Skills

Research And Development (r&d)Graph Machine LearningData VisualizationNetwork AnalysisNatural Language Processing (nlp)Data PipelinesSearch Relevance

Other Skills

Recommender SystemsPythonData ExtractionAmazon Web Services (AWS)Artificial Intelligence (AI)Scikit-LearnData StructuresComputational LinguisticsDeep LearningMachine LearningNatural Language ProcessingHadoopC++LinuxAlgorithms

About

I was a Computational Data Science grad student at Indiana University, Bloomington with research focus on Fairness Aware Graph ML. I was part of a research group at the Center for Complex Networks working on "Fairness Aware AI using Biased Models" as a research assistant. My research focuses on novel training methods to obtain bias-agnostic models. I have around 6 years of software engineering experience, working on Search Relevance @ Flipkart (a Walmart company) and Data Science Platform at hyper-scaled startups. These teams process billions of events per day and are central to the success of operational excellence of respective companies. I am broadly interested in Applied Machine Learning and Data Science roles, building structural and semi-structural solutions to complex real-world problems.

Experience

Adobe

Senior Machine Learning Engineer

Jul 2024 – Present · 1 yr 8 mos · San Jose, CA · Hybrid

ML Research @ Adobe Firefly!

Indiana university bloomington

5 roles

Graduate Teaching Assistant

Jan 2023 – May 2023 · 4 mos

TA with Prof. YY Ahn for Network Science (INFO I 606)
https://github.com/yy/netsci-course

Graduate Teaching Assistant

Jul 2022 – Dec 2022 · 5 mos

TA with Prof Roni Khardon for B 555 (Machine learning) for Fall '22.
https://cgi.luddy.indiana.edu/~rkhardon/B555-info.txt

Graduate Teaching Assistant

Jan 2022 – Aug 2022 · 7 mos

Teaching Assistant for Network Science (INFO-I 606) with Prof. YY Ahn. (Spring 2022)

Professional development

Aug 2021 – Aug 2023 · 2 yrs

Career Break for my MS in Computational Data Science at IUB.

Graduate Research Assistant

Aug 2021 – Dec 2021 · 4 mos

NLP LAB @ IUB (Fall 2021)
Worked on Entity and Events' Timeline Extraction from large datasets at NLP Lab @ IUB. Contributed extensively to the design of TieML.

Indiana university network science institute (iuni)

Graduate Research Assistant

May 2022 – Sep 2023 · 1 yr 4 mos · Bloomington, Indiana, United States

Modelling research problems through networks
Working on two projects:
INDEPENDENT STUDY
1. Working on novel training methods to produce debiased graph embeddings and fairness aware models with Prof. YY Ahn and Prof. S Kojaku.
2. Working on Helios Web visualization tool used to visualize, and interact with high-dimensional embeddings.
PAID RA
2. Working on user intent as a network and how that intent can be quantified. Working with Prof YY Ahn, Prof P Kantak and Prof FB Yara. Project funded by Kelly Businees School.

Research and Development (R&D)Recommender Systems

Swiggy

Senior Software Dev Engineer

Jan 2019 – Jul 2021 · 2 yrs 6 mos · Greater Bengaluru Area

Data and ML Platform @ Swiggy
Led Data Acquisition Platform
Was part of Data Science Platform

Flipkart

Software Development Engineer

Sep 2017 – Jan 2019 · 1 yr 4 mos · Bengaluru Area, India

Search Relevance @ Flipkart
was part of Search Query Intent ML team.
worked on iterations, productionization, and training infra for search intent and category classification ML models.
winner of Hackday 2018 in Ekart category.
wrote first pipelines for automated data transformations, model training, evaluation, and deployments at scale, supporting thousand of models and millions of user events.

Data PipelinesAmazon Web Services (AWS)