Pramiti Goel

CTO

Singapore, Singapore10 yrs 9 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Over a decade of experience in Data and AI systems.
Expertise in building scalable data pipelines and AI solutions.
Strong leadership in managing data engineering teams.

Stackforce AI infers this person is a Data Engineering and AI specialist with extensive experience in SaaS and cloud environments.

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Skills

Core Skills

Generative AiMlopsData ScienceData ModelingData WarehousingData EngineeringBig DataArtificial Intelligence (ai)

Other Skills

Apache SparkMachine LearningCloud ComputingLeadershipTeam ManagementRetrieval-Augmented Generation (RAG)Multi-agent SystemsDatabasesPython (Programming Language)KubernetesPyTorchScalaspark streamingLangChainPre-training

About

More than a decade long experience of building and scaling Data and AI systems from ground up. Key Skills: AI and Big Data : LangChain, Pre-training, Finetuning, RAG, Multi-Agents, Hadoop, Spark, Kafka, Flink, Airflow, Hive, BigQuery, RDBMS, NoSQL, Kubernetes, Docker, Vertex AI, Deep Neural Networks, Pytorch, Tensorflow, Scikit Learn, ETL Pipelines. - Cloud Experience: GCP, AWS, Azure - Programming languages: Python, Scala, SQL, Shell scripting - Proficient in Data Structure and Algorithms - CI/CD tools: Jenkins, Git Actions - Strong Leadership and communication skills.

Experience

10 yrs 9 mos

Total Experience

Average Tenure

2 yrs 11 mos

Current Experience

Great eastern

Lead Engineer - Data and AI

Jul 2023 – Present · 2 yrs 11 mos · Singapore

Generative AIMLOpsApache SparkData ScienceMachine LearningCloud Computing+4

Twitter

Lead Engineer, ML and Data

May 2021 – May 2023 · 2 yrs · Singapore

Data ModelingDatabasesMLOpsPython (Programming Language)Apache SparkData Warehousing+5

Dbs bank | hcl consultancy

Lead Technical Consultant

Sep 2020 – Apr 2021 · 7 mos · Singapore

Provided the client with optimal guidance and build solutions based on industry
expertise
Developed efficient and generic solution to enable faster download of output files across different client environments.
Developed pipelines to serve business usecases on their dataplatform. Outlined
problem areas and delivered multiple critical data mart.
Tools: spark, data governance using collibra, airflow, alluxio, superset etc

Data ModelingDatabasesPython (Programming Language)Data WarehousingBig Data

Grab

2 roles

Senior Data Engineer

Promoted

Sep 2018 – Aug 2020 · 1 yr 11 mos · Singapore

Ingestion Pipeline: Build end to end pipeline to ingest data in real time using spark streaming.
Delivered Compacted and Snapshot View from the real time data. Streaming around 50+
databases, 1000+ tables in datalake with assured data quality.
Blog: https://engineering.grab.com/data-first-sla-always
Tech: spark streaming, scala
Managed Airflow for DE Team : As a new framework for the team, Managed, Developed
plugins for alerting, lineages etc. Build monitoring around it and helped team debug various
issues
Managed Spark on k8s Platform: Platform support around 180+ jobs on spark k8s platform which were migrated from current spark yarn setup. Build tools around spark logging/UI/testing and debug issues to enable faster migration and easy on-boarding.
Tech: spark,K8s, helm,

Data ModelingDatabasesPython (Programming Language)Apache SparkData WarehousingKubernetes+3

Data Engineer

Sep 2017 – Sep 2018 · 1 yr · Singapore

DatabasesPython (Programming Language)Apache SparkKubernetesScalaBig Data+1

Snapdeal

2 roles

Software Development Engineer

Jul 2015 – Jun 2017 · 1 yr 11 mos

DataPlatform Team

DatabasesApache SparkScalaBig DataArtificial Intelligence (AI)

Research Intern

Jan 2015 – Jun 2015 · 5 mos

Visually Similar looking apparel Retrieval Project:
Machine Identification of apparels(distinguishing shirt from jeans) from apparels dataset. Finding the "visually similar" looking apparel from a given category using deep neural networks.

DatabasesApache SparkData ScienceScalaBig DataArtificial Intelligence (AI)

Learn it, girl

Organiser and Developer

Jan 2015 – Dec 2022 · 7 yrs 11 mos · http://learnitgirl.com/

An international Internship program where mentor meets a girl scholar to teach them a coding language(like c++/java). They do so by enrolling in 3 month program where they together creates a project in the particular language. It aims to help the girls around the globe to improve their technical skills, to encourage them in tech field, and learn by interacting with other peers and mentors.
The site is developed in ruby on rails(ROR)