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sreevalli manda

@sreevallimanda

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AI/ML engineer with expertise in Generative AI and automation.

India

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What I'm looking for

I am looking for opportunities that foster innovation, collaboration, and growth in AI technology.

I am a seasoned AI/ML engineer with 6 years of experience, including 4 years dedicated to the development of AI solutions. My expertise lies in Generative AI, Machine Learning, and Avionics Software Verification. I have a proven track record of designing, developing, and deploying scalable AI solutions that enhance operational efficiency and drive innovation.

Throughout my career, I have successfully developed and fine-tuned various AI models, including BERT-based spam detection and Named Entity Recognition systems. My work on creating a RAG-powered chatbot API and an interactive Streamlit app for SQL query generation showcases my ability to bridge the gap between complex technology and user accessibility. I am passionate about leveraging AI to solve real-world problems and improve data accessibility for non-technical users.

My experience in avionics software verification has equipped me with a strong foundation in compliance and testing standards, ensuring that the solutions I develop are not only innovative but also reliable and effective. I am eager to continue pushing the boundaries of AI technology and contribute to projects that make a meaningful impact.

Experience

Work history, roles, and key accomplishments

Current

Senior Engineer

Current

eInfochips

Jun 2023 - Sep 2024 (1 year 3 months)

Led the development of a scalable RAG-powered chatbot API and designed an Agentic AI framework for intelligent data retrieval and autonomous task execution, enhancing project outputs through best practices in prompt formulation.

Generative AI AWS Flask Python API Gateway AWS Lambda Data Science

Software Engineer

Cyient

Apr 2021 - Jun 2023 (2 years 2 months)

Developed and fine-tuned AI models for spam detection and Named Entity Recognition, utilizing MLflow and DVC for tracking and versioning, and created an interactive web application for SQL query conversion using OpenAI's GPT models.

BERT MLFlow Streamlit Python SQL ML AI

Project Assistant-II

Aeronautical Development Agency

Oct 2020 - Jan 2022 (1 year 3 months)

Developed machine learning models for radar signal classification and aircraft fuel consumption estimation, achieving over 90% accuracy in threat detection and ensuring reproducibility through MLflow and DVC.

ANN MLFlow Python Data Science Signal Processing

Project Assistant-I

Aeronautical Development Agency

May 2018 - Oct 2020 (2 years 5 months)

Conducted verification and validation of RADAR Warning Receiver software in compliance with DO178B standards, including functional testing and test case execution.

Validation Functional Testing Signal Processing Software Testing RADAR Compliance Reporting

Education

Degrees, certifications, and relevant coursework

Nalanda Institute of Engineering And Technology

Bachelor of Technology, Electronics and Communication Engineering

Completed a Bachelor of Technology in Electronics and Communication Engineering, gaining foundational knowledge in electronic systems and communication technologies.