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I have over 9 years of experience in Data engineering, loading data from different source system to cleaning and implementing transformations and providing curated data to marts and exposing them to Visualizations tools like powerBI and Tableau . I have worked in various domains like banking , insurance & real estate . I am freelancing on Data science models using RAG - langchain, embedding, vector DB - Natural language processing. I am here to work on my specialties and also learn new tools / technologies. I am looking out for some challenges…I have over 9 years of experience in Data engineering, loading data from different source system to cleaning and implementing transformations and providing curated data to marts and exposing them to Visualizations tools like powerBI and Tableau . I have worked in various domains like banking , insurance & real estate . I am freelancing on Data science models using RAG - langchain, embedding, vector DB - Natural language processing. I am here to work on my specialties and also learn new tools / technologies. I am looking out for some challenges

Randheer Reddy

Data Scientist, Data Analyst, Cloud Developer, +2

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I have over 9 years of experience in Data engineering, loading data from different source system to cleaning and implementing transformations and providing curated data to marts and exposing them to Visualizations tools like powerBI and Tableau . I have worked in various domains like banking , insurance & real estate . I am freelancing on Data science models using RAG - langchain, embedding, vector DB - Natural language processing. I am here to work on my specialties and also learn new tools / technologies. I am looking out for some challenges…I have over 9 years of experience in Data engineering, loading data from different source system to cleaning and implementing transformations and providing curated data to marts and exposing them to Visualizations tools like powerBI and Tableau . I have worked in various domains like banking , insurance & real estate . I am freelancing on Data science models using RAG - langchain, embedding, vector DB - Natural language processing. I am here to work on my specialties and also learn new tools / technologies. I am looking out for some challenges

Available to hire

I have over 9 years of experience in Data engineering, loading data from different source system to cleaning and implementing transformations and providing curated data to marts and exposing them to Visualizations tools like powerBI and Tableau .
I have worked in various domains like banking , insurance & real estate .
I am freelancing on Data science models using RAG - langchain, embedding, vector DB - Natural language processing.
I am here to work on my specialties and also learn new tools / technologies.
I am looking out for some challenges

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Language

English

Fluent

Hindi

Fluent

French

Beginner

Telugu

Fluent

Work Experience

Data & Analytics Engineer at Canadian Commercial Real Estate

August 1, 2022 - Present

Led the design and operation of monthly and daily data batches, ETL mapping diagrams, task distribution and issue resolution. Monitored Snowflake credits and Airflow costs; reported status to stakeholders, onboarded new resources, and documented processes. Automated manual tasks by ~20% using DBT models and Snowflake audit tables. Implemented data ingestion and orchestration via Airbyte and Fivetran; built and maintained DBT models with macros and seeds; established DBT tests to ensure data quality in CI/CD. Mentored junior team members and supported security/compliance efforts. Worked on RAG models, vector databases, and LangChain-based NLP solutions.

Consultant Data Engineer at Canadian Insurance Company

July 1, 2020 - July 1, 2022

Redesigned ETL pipelines with Databricks and AWS-backed architecture; implemented robust backups to S3; built wrapper APIs to ingest streaming data into Redshift; authored optimized Snowflake queries for management reports; improved Kafka architecture for parallelism and buffering; led the team in Spark DAG practices and sprint workflows; created supervised models from warehouse data and delivered consumable APIs with performance metrics.

Data Engineer at Canadian Banking Client

February 1, 2018 - June 1, 2020

Built batch data pipelines on Databricks; wrote PySpark scripts for file-server data ingestion into backend database; configured MongoDB as backend; set up Kafka on on-prem clusters for streaming claims data; documented architecture in Confluence; participated in sprint planning and grooming; migrated HDFS to S3 with zero data loss; initiated AWS Code Pipeline CI/CD with GitHub integration.

Data Developer at Digital Marketing Company

August 1, 2016 - January 1, 2018

Created architecture documents in Confluence; led sprint grooming and planning; contributed to team discussions; migrated existing HDFS workloads to S3 with robust backups; initialized AWS Code Pipeline workflows with GitHub integration.