I'm looking to build hands-on GenAI, RAG, document intelligence, and data platform solutions , translating complex requirements into scalable, reusable, cost-effective technical frameworks.
RM
Looking for a job
Ratnasri Maddala
@ratnasrimaddala
I build GenAI, RAG, and data pipelines. Insight generation, document generation from PDFs, data engineering, db are core strengths
IndiaWhat I'm looking for
At Y Point Analytics, I build GenAI, RAG, document AI, and lakehouse solutions, including an AWS Bedrock pipeline that extracts structured findings from 1,000+ federal OIG audit reports and an interactive Streamlit insight application.
Across 25+ years in data engineering and architecture, I've delivered metadata-driven platforms, NLP extraction tools, healthcare and LegalAI prototypes, and cloud analytics solutions for government, healthcare, pharma, fraud, and enterprise use cases. I turn complex domain requirements into reusable Python, PySpark, SQL, and AI frameworks that teams can take into production.
Experience
Work history, roles, and key accomplishments
YA
Current
Senior Principal Consultant - Applied AI & Data Engineering
Y Point Analytics
May 2023 - Present (3 years 3 months)
Hands-on senior IC reporting to CTO, focusing on GenAI/LLM/RAG specialization, applied prototypes, architecture blueprints, data models, and reusable code frameworks. Led recent GenAI, HealthcareAI, AWS lakehouse, document AI, LegalAI, and governance initiatives.
GE
Senior Principal Consultant - AIOps SME & Data Engineering
Genpact
Jan 2019 - Apr 2023 (4 years 3 months)
Built a command-line ticket analytics workbench for managed services, including anomaly detection, similar-ticket grouping, topic identification, tagging, trend visualization, and keyword extraction. Developed ML starter code and a practical manual to help junior Python programmers produce first-cut insights before data scientist involvement.
MC
Prototyping Specialist and DB SME
Multiple Companies
Jan 2006 - Dec 2019 (13 years 11 months)
Prepared POCs in Salesforce Analytics, Apache Spark, entity extraction in Pharma, anonymization validation, and record linking. Performed PySpark/Pandas feature engineering for recommender systems.
MV
Technical Architect & Oracle Specialist
MCI / Verizon
Jan 1998 - Dec 2004 (6 years 11 months)
Built data migration, system EDI interfaces, and record linking for multiple US State Government DMV, Fish & Game, SMOG check applications. Conceptualized and built accelerators like Java code generators to pack and unpack XML messages.
TS
Oracle DBA, development, benchmarking, corporate training, hardware sizing, and vendor selection using Unix, C, shell, and PL/SQL.
Education
Degrees, certifications, and relevant coursework
University of Hyderabad
Master of Technology, Computer Science
Pursued a Master of Technology in Computer Science at the University of Hyderabad.
SE
S.V.U. College of Engineering
Bachelor of Technology, Electronics and Communications
Completed a Bachelor of Technology in Electronics and Communications from S.V.U. College of Engineering.
Tech stack
Software and tools used professionally
Availability
Looking for a job
Location
IndiaAuthorized to work in
Salary expectations
40k-60k USD
Job categories
Skills
Generative AILarge Language ModelsAWS AI BedrockPrompt EngineeringEmbeddingsVector SearchNatural Language ProcessingDocument IntelligencePythonSQLPl SQLPySparkPandasscikit learnSpaCyStreamlitETLELTApache SparkData ModelingData MigrationLakehouse ArchitectureAWSS3PostgreSQLPgvectorMySQLOracleNeo4jNetworkxPyMuPDFTesseractOCR EASENamed Entity RecognitionShell ScriptingJSONAgileWaterfallMongoDBDjangoDatabricksJavaXMLServerlessGitHubDBsGraph RAGUnifyWise
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