RENUKA TAMMALI
Rangareddy
Summary
Accomplished Senior Software Engineer at Quadrant Technologies, specializing in AI-driven solutions. Expert in NLP and machine learning, with a proven track record of reducing manual effort by 70%. Skilled in collaboration and leadership, delivering innovative AI services using Azure OpenAI and FastAPI to enhance operational efficiency and stakeholder decision-making.
Overview
4
4
years of professional experience
Work History
Senior Software Engineer
Quadrant Technologies
Hyderabad
11.2022 - Current
- Led design and delivery of AI solutions across document-processing and automation workflows, applying NLP and machine learning to replace manual, rules-based steps.
- Built an end-to-end AI automation pipeline using Azure OpenAI, agentic workflows, and Multimodal RAG to index client documents and auto-fill migration questionnaires, cutting manual effort by 70% and achieving 98% prompt consistency.
- Developed a session-based AI voice bot with real-time speech-to-text and text-to-speech to autonomously run client interviews, removing the need for a live interviewer during early-stage data gathering.
- Partnered with data science and DevOps teams to ship containerized AI services using FastAPI, Docker, and Azure, improving deployment reliability and response times.
- Designed Power BI dashboards that gave stakeholders real-time visibility into operational metrics, supporting faster, data-driven decisions.
QMigrator — Database Migration Automation using GenAI
06.2023 - 10.2023
- Built an AI pipeline with Azure OpenAI and Multimodal RAG to automate questionnaire filling, and deployed a session-based voice bot for real-time client interviews.
- Delivered a 60% efficiency gain across the migration workflow, with consistent, schema-valid outputs.
- Stack: Azure OpenAI, Python, LangChain, RAG, Agentic Workflows, PostgreSQL, REST APIs.
Predictive Maintenance System for Manufacturing Equipment
12.2022 - 05.2023
- Built a machine learning pipeline to predict equipment failure 48–72 hours in advance, enabling proactive maintenance scheduling.
- Achieved 93% precision and a 35% reduction in downtime, saving approximately $800K annually.
- Stack: Python, Scikit-learn, SQL, Power BI.
Education
MSc - Applied Statistics
Hindi Mahavidyalaya
Hyderabad, India04.2023
Skills
- Machine Learning
- NLP
- Scikit-learn
- Azure OpenAI
- Retrieval-Augmented Generation (RAG)
- LangChain
- Agentic Workflows
- Prompt Engineering
- Hyperparameter Tuning
- Model Deployment
- Python
- SQL
- PostgreSQL
- Pandas
- NumPy
- API Development
- Microservices Architecture
- System Design
- FastAPI
- Docker
- Software Testing
- Code Review
- Azure
- Power BI
- Business Intelligence
- Data Visualization
- Matplotlib
Accomplishments
- Presented a research paper at the MLDS Conference.
- Received the Outstanding Service Excellence award for championing customer delight.
Languages
- English, Professional
- Telugu, Native
Projects
- QMigrator — Database Migration Automation using GenAI, 06/01/23, 10/31/23, Built an AI pipeline with Azure OpenAI and Multimodal RAG to automate questionnaire filling, and deployed a session-based voice bot for real-time client interviews., Azure OpenAI, Python, LangChain, RAG, Agentic Workflows, PostgreSQL, REST APIs, Delivered a 60% efficiency gain across the migration workflow, with consistent, schema-valid outputs.
- Predictive Maintenance System for Manufacturing Equipment, 12/01/22, 05/31/23, Built a machine learning pipeline to predict equipment failure 48–72 hours in advance, enabling proactive maintenance scheduling., Python, Scikit-learn, SQL, Power BI, Achieved 93% precision and a 35% reduction in downtime, saving approximately $800K annually.
Personal Information
Title: Senior AI Engineer
Skills
Machine Learning, NLP, Scikit-learn, Azure OpenAI, Retrieval-Augmented Generation (RAG), LangChain, Agentic Workflows, Prompt Engineering, Hyperparameter Tuning, Model Deployment, Python, SQL, PostgreSQL, Pandas, NumPy, API Development, Microservices Architecture, System Design, FastAPI, Docker, Software Testing, Code Review, Azure, Power BI, Business Intelligence, Data Visualization, Matplotlib
Timeline
QMigrator — Database Migration Automation using GenAI
06.2023 - 10.2023
Predictive Maintenance System for Manufacturing Equipment
12.2022 - 05.2023
Senior Software Engineer
Quadrant Technologies
11.2022 - Current
MSc - Applied Statistics
Hindi Mahavidyalaya