Lokesh Rao
Data Scientist - Artificial Intelligence
- Role
- Data Scientist at IBM
- Location
- Bengaluru, IN
- LinkedIn followers
- 500 followers
About Lokesh Rao
Winner of Eminence and Excellence Cash Award (1300 $) for the practice \"Dare to Create…
Experience
Data Scientist
Dec 2012 — Present
CockpitGPT Query ServiceClient: PepsiCo Duration: Aug 2024 - Current Team: 12 membersLed development of conversational analytics platform enabling natural language querying of enterprise dashboards. Powered by GPT-4o and LLaMA 3.3, integrating NLU, schema mapping, and SQL generation. Implemented end-to-end MLOps flow with Arize for model observability and drift detection.Skills: Computer Vision, Image Embeddings, MLOps, DevOps, FastAPIVehicle Delivery Accuracy & Toyota LogisticsClient: Toyota Motors North AmericaDuration: Apr 2023 - Jul 2024Team: 30 membersManaged end-to-end setup and deployment of Smart Window ETA models. Optimized prediction accuracy using Decision Tree, Random Forest, and XGBoost algorithms. Established comprehensive monitoring using DataDog and operationalized pipelines.Skills: MLOps, DevOps, Databricks, PySpark, Jenkins, Airflow, XLReleaseMicrosoft Azure MLOps - AI@Scale OfferingClient: Microsoft + IBM Duration: Aug 2022 - Mar 2023 Team: 30 membersBuilt MLOps solution accelerators aligned with AI@Scale offerings. Developed modular architecture covering data estate, model development inner loop, and deployment outer loop. Delivered reusable assets for client demonstrations.Skills: MLOps V1/V2, Model Building, Architectural BlueprintsCognitive DigitisationClient: JPMorgan Chase Duration: Nov 2019 - Jul 2022 Team: 30 membersImplemented comprehensive microservices pipeline for metadata extraction: DataCap → Classification → CogDigi → WCA → OPG. Achieved >85% accuracy for document metadata transformation across enterprise systems.Skills: Java, J2EE, Python, Microservices ArchitectureSentiment & Personality AnalysisClient: Emirates Airbus Duration: Sep 2019 - Oct 2019 Team: 10 membersPerformed comprehensive customer sentiment and tone analysis on Emirates Airlines data using advanced NLP-based sentiment scoring and IBM cognitive insights tools for enhanced customer experience analytics.Skills: Vader, IBM Tone Analyzer, IBM Person
Education
PESIT
MTech, Bioinformatics
2010 — 2012
Nitte Meenakshi Inst of Technology
BE, Information Science
2006 — 2010
Nagarjuna PU College
PUC, Science
2004 — 2006
Nitte Meenakshi Institute of Technology
Bachelor of Engineering, Information Science/Studies
2010
Kendriya Vidyalaya
CBSE, Science
2003 — 2004
Peoples Education Society & Trust / Belgaum Institute of Management Studies
Master of Technology, Bioinformatics
2012
Skills
- C++
- C
- Mysql
- Software Development
- Requirements Analysis
- Databases
- Programming
- Jdbc
- Java Database Connectivity (Jdbc)
- Qc Tools
- Big Data Analytics
- Core Java
- Software Testing Life Cycle
- Javascript
- Linux
- Java
- Jsp
- Sql
- Test Automation
- Manual Testing
- Eclipse
- Security Systems Integration
- Bioinformatics
- Xml
- Team Management
- Unix
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