Ravi Mishra — AI Researcher

As a Senior Data Engineer, I specialize in designing robust, scalable data architectures and implementing end-to-end data pipelines on cloud platforms like AWS. My expertise includes developing ETL workflows using PySpark, orchestrating data processes with Apache Airflow, and performing advanced data analysis with Pandas. With over 9 years of experience, I have delivered solutions that enable real-time analytics, reporting, and data-driven decision-making across BFSI, FinTech, Retail, and Healthcare domains. In the retail sector, I have helped clients optimize promotions to maximize revenue and margins by designing data-driven frameworks and automation solutions recommending the best promotional strategies. In the healthcare domain, I have built scalable pipelines and data solutions to support analytics for improving patient care and operational efficiency. For an insurance domain client, I successfully migrated their existing SAS and SQL Server-based ETL pipelines to PySpark-based workflows on AWS, achieving a 90% improvement in processing performance and significantly reducing data processing times for critical actuarial and business reporting workloads. Additionally, I have worked on migrating large datasets from AWS S3-based processing architectures to Snowflake, enabling clients to achieve better performance, scalability, and simplified data management for their analytics workloads. I am also skilled in data science, applying statistical analysis and machine learning to solve complex business problems when required. Recently, I completed my M.Tech thesis on multilingual-to-English translation models for financial crime adverse media monitoring, which deepened my understanding of NLP and its practical applications in compliance and risk management. I thrive at the intersection of data engineering and data science, with a long-term vision to build innovative solutions that make a real-world impact.

Stackforce AI infers this person is a Data Engineer with expertise in Fintech, BFSI, and Retail sectors.

Location: Bengaluru, Karnataka, India

Experience: 10 yrs 2 mos

Skills

Data Engineering
Etl
Technology Leadership
Software Engineering

Career Highlights

9 years of experience in data engineering and analytics.
Expert in building scalable data architectures on AWS.
Proven success in optimizing ETL processes for major clients.

Work Experience

Wipro

Technical Lead (Data Analytics & AI) (1 yr)

Quantiphi

Associate Architect - Data (1 yr 2 mos)

Senior Data Engineer (2 yrs 3 mos)

ElogicSquare Analytics Pvt. Limited, Clearsense

Software Engineer (7 mos)

Data Engineer (2 yrs 6 mos)

Impact Analytics

Senior Software Engineer (1 yr 8 mos)

Jigsaw Academy

Associate Faculty (1 yr)

Education

M.Tech at Indian Institute of Technology, Patna

Engineer's Degree at BIRBHUM INSTITUTE OF ENGINEERING & TECHNOLOGY, SURI(W.B.)

High School at St. Columba's College

Ravi Mishra

AI Researcher

Bengaluru, Karnataka, India10 yrs 2 mos experience

Highly StableAI Enabled

Key Highlights

9 years of experience in data engineering and analytics.
Expert in building scalable data architectures on AWS.
Proven success in optimizing ETL processes for major clients.

Stackforce AI infers this person is a Data Engineer with expertise in Fintech, BFSI, and Retail sectors.

Contact

Skills

Core Skills

Data EngineeringEtlTechnology LeadershipSoftware Engineering

Other Skills

API DevelopmentAWS GlueAgile MethodologiesAmazon Elastic MapReduce (EMR)Amazon RedshiftAmazon Web Services (AWS)Apache AirflowApache PigBig DataBig Data AnalyticsBitbucketCData AnalysisData IngestionData Mining

About

Experience

10 yrs 2 mos

Total Experience

1 yr 9 mos

Average Tenure

1 yr

Current Experience

Wipro

Technical Lead (Data Analytics & AI)

Jun 2025 – Present · 1 yr · Bengaluru, Karnataka, India

Technology LeadershipPython (Programming Language)SQLETLApache AirflowData Engineering

Quantiphi

2 roles

Associate Architect - Data

Apr 2024 – Jun 2025 · 1 yr 2 mos · Bengaluru, Karnataka, India

Senior Data Engineer

Dec 2021 – Mar 2024 · 2 yrs 3 mos · Bengaluru, Karnataka, India

Analyzed data related to cyber security use case for a major FinTech client and created stored procedures in Amazon Redshift.
Automated ETL pipeline for IFRS17 compliance, optimizing AWS Redshift queries and integrating AWS Glue jobs in the live CI/CD pipeline.
Developed and deployed scalable Data Engineering solutions for BFSI domain clients, ensuring high data availability and security.
Participated in conducting interviews for candidates applying for the Data Engineer/Senior Data Engineer position. Engaged in recruiting candidates through campus interviews.
Lead a team of 3 resources, providing guidance and training to enhance their technical skills and improve project delivery efficiency. Implemented best practices and streamlined work processes to achieve 70% increase in team productivity.

DebuggingData ModelingPython (Programming Language)Data MiningAmazon Web Services (AWS)Git+10

Elogicsquare analytics pvt. limited, clearsense

2 roles

Software Engineer

Apr 2021 – Nov 2021 · 7 mos · Hyderabad, Telangana, India · Remote

Successfully converted .NET Framework-based applications to .NET Core applications, improving performance and scalability.
Participated in crafting stored procedures in Microsoft SQL Server.
Containerized the application with Docker and implemented deployment through Kubernetes, resulting in a 90% reduction in deployment time

Data MiningData IngestionData WarehousingEngineeringAgile MethodologiesSoftware Engineering

Data Engineer

Jan 2017 – Jul 2019 · 2 yrs 6 mos · Bengaluru Area, India

Contributed to the consolidation of data sources from various tenants, creating a unified representation in a DataHub that facilitates; processed and loaded the data into the Big Data Ecosystem (Hive, SpliceMachine).
Translated a SQL-Server SQL query into a SpliceMachine query; developed a custom function using Java code to overhaul the business logic.
Contributed to the optimization of SQL Queries.
Participated in the migration of data from diverse RDBMS sources to the Big Data Ecosystem.
Formulated the OMOP-CDM Data Model for Meharry Medical College.

DebuggingData ModelingData MiningGitData IngestionData Warehousing+2

Impact analytics

Senior Software Engineer

Jul 2019 – Mar 2021 · 1 yr 8 mos · Bengaluru, Karnataka, India

1. I was part of the team to automate the data pre-processing and model building flow. I worked on the API creation for promosmart tool. It helps the retailers for smart promotion which can help them to get more margin.
2. Worked on generic markdown tool which suggest the user for the best promotions based on sell through optimisation, margin constraint and some other parameters.
3. Responsible to deliver the training to the team members.
4. Worked on various Python framework like DJango, flask to create the API.

DebuggingData ModelingData MiningGitBitbucketData Ingestion+3

Jigsaw academy

Associate Faculty

Jan 2016 – Jan 2017 · 1 yr · Bengaluru, Karnataka, India

Developed a course tailored to industry needs and orchestrated corporate training sessions focusing on Big Data.
Delivered corporate training sessions covering Hadoop, Spark, HBase, Hive, Sqoop, Oozie, and other Big Data technologies.
Coordinated hackathons centered around the realm of Big Data.

Data EngineeringPySparkSQLBig Data AnalyticsData Ingestion