Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
Generic

Saloni

Bengaluru

Summary

Senior Python Engineer with experience building scalable backend systems and production-grade Generative AI platforms across AWS and Azure. Skilled in FastAPI, multi-cloud AI integrations, LLM-based agents, and secure API-driven architectures, delivering reliable solutions for real-world business use cases.

Overview

5
5
years of professional experience

Work History

Executive - Software Developer

Omnicom Media Group
Bengaluru
05.2024 - Current
  • Built and managed multiple MCPs for internal platforms and external clients to enable end-to-end marketing campaign creation.
  • Deployed production-grade AI agents (e.g., McDonald’s) using the Strands framework on AgentCore.
  • Engineered a multi-cloud Generative AI service mesh integrating AWS, Azure OpenAI, Google, and Adobe Firefly for text and image generation, with web search enablement.
  • Developed scalable conversational and long-form text generation pipelines with session history and persistent state management.
  • Implemented vector embeddings to support advanced information retrieval and recommendation use cases.
  • Designed secure sidecar microservices for API key management and integrated AWS AI guardrails to enforce safety, PII protection, and bias mitigation.

Software Engineer

Hexaware Technologies
Chennai
06.2023 - 05.2024
  • As Product Owner, I led the development of a multi-modal Chat Application that leverages Generative AI and NLP to extract and process data from PDFs, including text, images, tables, and graphs, for advanced query resolution.
  • The application enables users to query not only textual content, but also extract responses from embedded images, tables, and charts using OCR and image recognition technologies.
  • By combining NLP models for text interpretation and image processing models for visual content, the bot can accurately respond to queries such as 'What is the trend in this chart?' or 'What data are in this table?'.
  • Built on a cloud native architecture, the system ensures scalability and real-time performance for large and complex documents with mixed content.
  • Worked on POC implementation of a Retrieval Augmented Generation based chatbot for a Belgium based Insurance Firm. The comprehensive solution includes the use of Azure OpenAI LLM, Azure AI Search for document retrieval and indexing, and ChromaDB as in-memory data storage for user personal information, all seamlessly integrated with an API layer developed using FastAPI and Langchain.
  • The solution enhanced the support for insurance agents, enabling them to offer complete assistance to customers in areas such as claim processing, policy inquiries, and identifying potential upselling opportunities for the insurance firm.
  • Worked on the development and implementation of a Knowledge Management System for Hexaware's Global Operations Center, streaming IT support and allowing consultants to rapidly resolve incidents through standardized processes and storing articles for future use.
  • The solution provides an intuitive platform to create and store knowledge articles with accurate, reliable information to empower the team, leveraging Azure OpenAI for knowledge article creation. The platform is equipped with features like ServiceNow integration, RBAC, and duplicate article detection using pgVector.

Associate Software Engineer

Hexaware Technologies
Chennai
06.2021 - 06.2023
  • Implemented an automation solution for Global Investment Bank to streamline the decommissioning process of servers and databases.
  • This solution significantly improved efficiency and effectiveness in handling the decommissioning tasks for both server platforms (Windows, Linux) and database systems (MSSQL, Oracle).
  • It also helped to reduce the manual effort by 80% of time.
  • Implemented a robust solution for Global Investment Bank to apply security patches to Windows and Linux servers, involving a comprehensive 17-step process.
  • Currently managing the patching activity for 80K servers, this solution has successfully processed over 1000K tickets to date.

Education

B.Tech - Computer Science

Lovely Professional University
Punjab
04-2021

Skills

  • Programming & Backend: Python, FastAPI, Flask
  • Databases & Data Layer: SQL, PostgreSQL, ORM (SQLAlchemy), VectorDB, Pinecone
  • Generative AI & Agent Frameworks: LangChain, Strands, CrewAI, FastMCP, Azure OpenAI, Claude, Google Gemini, Adobe Firefly
  • AWS Cloud & MLOps: Lambda, S3, API Gateway, IAM, CloudWatch, ECS, Bedrock, SageMaker, AgentCore
  • Tools: Github, Docker

Accomplishments

Recognized with the Annalectual Quarterly Award for completing the project before the planned timeline.

Timeline

Executive - Software Developer

Omnicom Media Group
05.2024 - Current

Software Engineer

Hexaware Technologies
06.2023 - 05.2024

Associate Software Engineer

Hexaware Technologies
06.2021 - 06.2023

B.Tech - Computer Science

Lovely Professional University
Saloni