Ravishankar Chavare

Associate Partner

Pune, Maharashtra, India9 yrs 3 mos experience

Most Likely To SwitchAI ML Practitioner

Key Highlights

Expert in architecting AI-first solutions
Reduced research turnaround time by 40%
Modernized data architectures for scalability

Stackforce AI infers this person is a Fintech Data Engineering and AI Innovation expert.

Contact

Skills

Core Skills

Data EngineeringGenerative Ai

Other Skills

Large Language Models (LLM)PythonAWS BedrockOpensearchMongoDBAWSLog trackingDistributed tracingPython (Programming Language)GitStreamlitWeb ScrapingAmazon BedrockMachine LearningREST APIs

About

As an Assistant Director at Acuity Analulytics, I lead the intersection of Data Engineering and Generative AI to transform business operations within the Financial Services sector. With over 8 years of experience in the AWS ecosystem, I specialize in architecting scalable, "AI-first" solutions that turn complex data into actionable intelligence. I am passionate about moving beyond traditional automation by building Agentic AI systems and RAG (Retrieval-Augmented Generation) architectures. My focus is on delivering production-grade AI that is not only innovative but also reliable and observable.

Experience

9 yrs 3 mos

Total Experience

2 yrs 3 mos

Average Tenure

4 yrs 5 mos

Current Experience

Acuity knowledge partners

2 roles

Assitant Director

Promoted

Apr 2025 – Present · 1 yr 1 mo

●Architected and deployed RAG (Retrieval-Augmented Generation) pipelines using AWS Bedrock and opensearch, enabling automated synthesis of complex financial reports and reducing research turnaround time by 40%.
●Modernized legacy data architectures by migrating to a NoSQL (MongoDB) and AWS-native stack, increasing system scalability to handle 5x more concurrent data streams.
●Established advanced log tracking and distributed tracing protocols, reducing the Mean Time to Resolution (MTTR) for critical production bugs by 50%.

Large Language Models (LLM)PythonData EngineeringGenerative AI

Senior Data Engineer

Dec 2021 – Apr 2025 · 3 yrs 4 mos

●Proficient in leveraging a range of AWS services for orchestration, serverless computing, and implementing CI/CD pipelines.
● Experienced in data engineering principles and practices for building efficient data workflows.
● Designed and implemented a robust data extraction pipeline, including a monitoring dashboard built with Streamlit for enhanced visibility.
● Skilled in developing scalable API solutions to meet growing application demands.

Python (Programming Language)GitData Engineering

Advarisk

Software Engineer

Mar 2020 – Dec 2021 · 1 yr 9 mos · Pune, Maharashtra, India

●Writing code to scrape the web content using a scrapy and selenium framework.
●Preparing data for analysis by removing or modifying data that is incorrect, incomplete, irrelevant or duplicated.
●Extracting raw data from different sources such as xml,json files and Sqlite database and done pre-processing for further operation.

GitWeb Scraping

Kharagpur open source society

Student Mentor

Dec 2019 – Jan 2020 · 1 mo · Kharagpur, West Bengal, India

● Mentored “Cinfo” Project in Kharagpur Winter of Code Conducted By IIT Kharagpur.

Git

Venky's (india) limited

Software Developer

Oct 2018 – Feb 2020 · 1 yr 4 mos · Pune, Maharashtra, India

●Designing web utility tool to reduce daily work efforts.
●Generating statistics that summarize the data concisely,and evaluate different ways to visualize data.
●Worked with many database records on a daily basis, finding common errors and bad data patterns
and fixing them

Git

Ec.mobility

Data Engineer

Jan 2017 – Oct 2018 · 1 yr 9 mos · Aurangabad, Maharashtra, India

●Developed an software tool that resulted in an reducing efforts of 100+ employees.
●Developed the next generation automation tools for monitoring and measuring the quality of
labeled data with graphical user interface.

Git