Avanti Tambe

Software Engineer

Maharashtra, India3 yrs 1 mo experience

Key Highlights

  • Expert in Java backend development and AWS solutions.
  • Proven track record in building scalable data pipelines.
  • Strong experience in machine learning and data analysis.
Stackforce AI infers this person is a Backend-focused Software Engineer in the Fintech industry.

Contact

Skills

Core Skills

JavaAwsMachine Learning

Other Skills

Core JavaPython (Programming Language)DynamoDBS3Java StreamsFlaskJWTAWS GlueApache SparkAWS LambdaData structuresalgorithmJerseyAWS SNSPython

About

Software Engineer who loves diving into backend architecture, distributed computing, and data pipelines. I enjoy using Java, Spring Boot, AWS, and Spark to build systems that scale efficiently, handle real-world load, and deliver consistent performance.

Experience

3 yrs 1 mo
Total Experience
2 yrs 9 mos
Average Tenure
4 mos
Current Experience

Appdirect

Software Development Engineer - II

Feb 2026Present · 4 mos · Pune District, Maharashtra, India · On-site

Trading technologies

2 roles

Software Engineer

Jun 2023Nov 2025 · 2 yrs 5 mos · On-site

  • Contributed to building a Java backend application by implementing the persistence layer using DynamoDB and S3, leveraging Java Streams for efficient data processing, and designing in-memory LRU caches to optimize read performance.
  • Architected and developed RESTful microservices using Java and Flask, implementing JWT authentication to secure internal service communication and enable role-based access control across distributed systems
  • Developed an equity market data ingestion and ETL workflow using AWS Glue, and upgraded existing surveillance models to handle equity audit-trail data, contributing to the platform’s multi-asset expansion.
  • Optimized model execution using Java parallel streams, reducing audit trail processing time by 20%.
  • Developed the Spark jobs to convert third-party results, which helped in the addition of 40+ configurable models to the system. Created an AWS Lambda function triggered by file uploads to initiate the Spark job with required inputs.
  • Facilitated live L3 production support, handling pager-duty and ticket escalations. Resolved 90% of
  • high-priority issues promptly and mitigated critical incidents.
Core JavaPython (Programming Language)JavaAWS

Software Engineer Intern

Jan 2023May 2023 · 4 mos · On-site

  • Migrated legacy APIs from H2O to Jersey (JAX-RS), aligning with modern JavaEE REST conventions.
  • Implemented an AWS SNS–based ingestion monitoring system that enabled 2× faster failure escalations and significantly reduced customer-reported data unavailability incidents.
  • Followed test-driven development, writing unit tests using the JUnit and Mockito frameworks, resulting in 90% test coverage and improved code reliability.
Core JavaData structuresalgorithmJava

Ust

Machine Learning Intern

Jun 2022Jul 2022 · 1 mo · remote · Remote

  • Extracted and processed Twitter data, performing data cleaning, feature engineering, and 𝐍𝐋𝐏-based 𝐬𝐞𝐧𝐭𝐢𝐦𝐞𝐧𝐭 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬 to prepare the dataset for predictive modeling.
  • Trained and fine-tuned a 𝐁𝐄𝐑𝐓-based deep-learning model on the dataset, achieving an accuracy of 84% on the sentiment classification task.
Python (Programming Language)Machine Learning

Suvidha foundation

Machine Learning Intern

Jan 2022Apr 2022 · 3 mos · India

Internship studio

Machine Learning Intern

Jul 2021Aug 2021 · 1 mo · India

Education

Pune Institute of Computer Technology

Bachelor of Engineering - BE

Jan 2019Jan 2023

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