Mayank Uniyal

Data Scientist

Bengaluru, Karnataka, India10 yrs 8 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

Expert in full ML project lifecycle management.
Proficient in advanced ML and DL frameworks.
Strong background in data engineering and algorithm design.

Stackforce AI infers this person is a Data Scientist specializing in Machine Learning and Deep Learning within the SaaS industry.

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Skills

Core Skills

Machine LearningDeep LearningNatural Language Processing

Other Skills

Pythontensorflow-kerassparkpandasfastaifasttextpytorchkerastensorboardkubeflowArtificial Neural NetworksDjangoElasticSearchNeo4jGraph Databases

About

Machine Learning: Experienced in handling the complete lifecycle of ML projects. My current responsibilities involve requirement gathering, problem formulation, building data pipelines, doing feature engineering, developing ML models, handling deployment and also maintenance and improvement. Further responsibilities are handling individual project deadlines and deliverables. Some of the technologies that I use every day include Python, tensorflow-keras, spark, pandas, notebooks and so on. Passionate problem solver, love Data structures and algorithms, try to keep myself updated with the latest research going on in the field of deep learning and neural networks.

Experience

10 yrs 8 mos

Total Experience

3 yrs 6 mos

Average Tenure

5 yrs 1 mo

Current Experience

Walmart

2 roles

Staff Data Scientist

May 2023 – Present · 2 yrs 11 mos

Pythontensorflow-kerassparkpandasMachine LearningDeep Learning

Senior Data Scientist

Feb 2021 – Apr 2023 · 2 yrs 2 mos

Paytm

Senior Machine Learning Engineer

Oct 2018 – Feb 2021 · 2 yrs 4 mos · Noida, Uttar Pradesh, India

As a part of the ML team, my work involves creating data pipelines, conducting POCs, training ML/DL models, model deployment.
Some of the tools that I use every day include fastai, fasttext, pytorch, keras, tensorboard, pandas, spark, kubeflow, notebooks and so on.
Working on Customer support tickets classification using textual and tabular features combined.
Tried different models for text classification. Transfer learning using ULMfit, Bert, fasttext language models.

fastaifasttextpytorchkerastensorboardpandas+4

Ixigo.com

Software Engineer

Jun 2015 – Sep 2018 · 3 yrs 3 mos · Gurugram, Haryana, India

Worked on a variety of machine learning problems:
Built a chat/voice interface for resolving Customer Support Queries (~70% handling)
Parsing user SMSs and EMAILs to extract travel information
worked on graph databases for problems like route optimisation, cheapest flight connection from city A to B