Bhavana Giri

Data Scientist

https://talent.gravityer.com/bhavana-giri

Redis

Key Strengths

Extensive experience with Python, particularly in AI/ML contexts (LangGraph, Langchain, OpenAI, Claude Agent SDK).
Strong focus on Redis integration for various AI applications (memory, sessions, search, semantic routing, caching).
Demonstrated ability to build full-stack applications with AI/ML backends (Python, TypeScript, JavaScript, CSS, HTML).
Practical experience with containerization (Dockerfile) and infrastructure as code (HCL).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong alignment with AI/ML and data science, particularly in real-time data processing and intelligent agent development. The current role as 'Data Scientist' at Redis further reinforces this fit. However, the projects are predominantly personal and heavily focused on Redis, which might indicate a specialized but potentially narrow breadth of experience outside of the Redis ecosystem. The lack of diverse industry experience or team-based project descriptions makes it difficult to fully assess cultural fit beyond technical alignment.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no assessment was completed.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

semantic-cache-routing-workshop-public

May 21, 2026 – Present

semantic-cache-routing-workshop-public — GitHub repository

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fraud-detection-featureform-demo

May 15, 2026 – Present

fraud-detection-featureform-demo — GitHub repository

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google_adk_redis_memory_demo

March 10, 2026 – Present

Car Dealership Chat Assistant with ADK and Redis Agent Memory Server, showcasing short-term and long-term memory

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travel-agent-memory-claude-agent-sdk

February 20, 2026 – Present

A travel planning agent demo showcasing RedisVL, Agent Memory Server with Claude Agent SDK.

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voice_ai_redis_memory_demo

February 16, 2026 – Present

voice_ai_redis_memory_demo — GitHub repository

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voice_ai_demo

February 13, 2026 – Present

voice_ai_demo — GitHub repository

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test_v4

January 31, 2026 – Present

test_v4 — GitHub repository

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movie-recommender-workshop-starter

January 29, 2026 – Present

movie-recommender-workshop-starter — GitHub repository

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adk-redis

December 16, 2025 – Present

Redis integration for Google Agent Development Kit (ADK) - Memory, Sessions, Search Tools, MCP

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semantic-routing-redis-langgraph

October 3, 2025 – Present

Full-stack demonstration of a banking application that showcases intelligent semantic routing using Redis integrated with LangGraph, Langchain and OpenAI

View Project

Key Strengths

Extensive experience with Python, particularly in AI/ML contexts (LangGraph, Langchain, OpenAI, Claude Agent SDK).
Strong focus on Redis integration for various AI applications (memory, sessions, search, semantic routing, caching).
Demonstrated ability to build full-stack applications with AI/ML backends (Python, TypeScript, JavaScript, CSS, HTML).
Practical experience with containerization (Dockerfile) and infrastructure as code (HCL).

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no assessment was completed.

Bhavana Giri

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit