Shivesh Dave — GenAI & Systems Engineer

About Me

about_shivesh.md

# Bio

I'm a Computer Science graduate from IIT Indore passionate about designing high-performance distributed systems and cutting-edge AI applications. I specialize in building production-grade systems that combine robust backend engineering with modern AI capabilities — from RAG pipelines to autonomous AI agents.

# Education

degree: B.Tech. in Computer Science & Engineering

institution: Indian Institute of Technology Indore

duration: July 2019 — May 2023

gpa: 7.02 / 10.00

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India

Projects Built

Services Orchestrated

Req/s Achieved

Cache Hit Rate

Metric Panels

Certifications

🎓

Gen AI Engineering Mastermind

Outskill

Comprehensive program covering generative AI engineering, agent orchestration, and production AI systems.

View Certificate

Featured Work

Projects

A showcase of distributed systems and AI-powered applications built from the ground up.

Systems Engineering

Distributed URL Shortener

High-performance distributed URL shortening service with application-level sharding across PostgreSQL nodes, multi-layer caching with Redis, and a Redpanda-based event-driven analytics pipeline with full Prometheus–Grafana observability.

1,497 req/sThroughput

sub-230msP99 Latency

90,000Requests

16Services

FastAPIPostgreSQLRedisRedpandaDockerPrometheusGrafana

GenAI / Agents

MCP-Powered AI Assistant

Pluggable AI agent using Anthropic's MCP protocol with 4 isolated servers exposing 13 JSON-schema tools. Features LangChain ReAct agent with autonomous 3-step tool chaining, Redis cache-aside layer, and zero-downtime hot-swapping.

13Tools Exposed

<5sHot-Swap

10Containers

$0API Cost

PythonMCP SDKLangChainOllamaQwen3FastAPIRedisDocker

AI / RAG

Advanced RAG System

Production-grade Retrieval-Augmented Generation system implementing hybrid search (semantic + BM25) with intelligent chunking. Features 117x query speedup via Redis caching, multi-format document processing, and Mistral AI generation with source attribution.

117xSpeedup

60%Cache Hit

100%Test Pass

5Doc Formats

PythonMistral AILangChainChromaDBFastAPIHuggingFaceDocker

GenAI / Multi-Agent

GenAI Podcast Creator

Autonomous podcast content creator powered by collaborative AI agents. Leverages crewAI to orchestrate multi-agent research, scripting, and production workflows — generating professional podcast-ready scripts, show notes, and episode outlines with cited sources automatically.

Multi-AgentArchitecture

CrewAIOrchestration

3API Integrations

AutoScript Gen

PythonCrewAIOpenAIGeminiSerper APIUVYAML Config

Tech Stack

Skills & Tools

⌨

Languages

PythonSQLC++*

⚙

Frameworks & Libraries

FastAPILangChainHuggingFaceCrewAIPandasNumPyspaCyMCP SDKStreamlit

🗃

Databases & Streaming

PostgreSQLRedisMongoDBChromaDBRedpanda

🐳

DevOps & Monitoring

DockerDocker ComposePrometheusGrafana

🧠

AI & ML

RAG SystemsEmbeddingsTransformers ArchitecturePrompt EngineeringAgent OrchestrationMCP IntegrationVector DBsMulti-Agent Systems

🏗

Core Concepts

System DesignDistributed SystemsMicroservicesREST APIsDB OptimizationCaching Strategies

Hi, I'mShivesh.