praneethravuri.com valid

Praneeth Ravuri

AI engineer at Tuskira, building memory and tools for security investigation agents. Previously worked on network-flow processing at Lumen and internal web tools at ADP.

Their llms.txt

The beginning of the file, from our validated copy saved 2026-10-25T04:52:24.252Z. Cached copy · Source on praneethravuri.com

# Praneeth Ravuri

> AI engineer at Tuskira, building memory and tools for security investigation agents. Previously worked on network-flow processing at Lumen and internal web tools at ADP.

Personal portfolio of Praneeth Ravuri, an AI Engineer based in Chicago, USA. Updated 2026-10-04. The Markdown portfolio contains current experience, project descriptions, technologies, education, and contact details, generated from the same content as the website.

Read-only personal portfolio; there is no hosted API or MCP endpoint. Employer names describe work experience, not the publisher of this site.

## When to use this

- [Portfolio guidance](https://praneethravuri.com/index.md): Read the portfolio for engineering experience, projects, and contact details. Project execution instructions live in the linked repositories.

## Portfolio

- [Full portfolio in Markdown](https://praneethravuri.com/index.md): Experience at Tuskira, Lumen, and ADP; projects; education; skills; and contact information.
- [Portfolio website](https://praneethravuri.com): The human-readable version.

## Projects

- [Tether](https://github.com/praneethravuri/tether): Coding agents in separate terminals need a way to talk and coordinate edits. Tether gives them a shared inbox through a local CLI. Agents can send questions, wait for replies, leave handoffs, and claim files they plan to work on. A Go daemon stores messages in SQLite and connects sessions across Git worktrees.
- [Gary](https://github.com/praneethravuri/gary): Gary takes a master resume and a job description and produces a tailored Word document. Three agent passes analyze the role, draft the resume, and check the result against the source material. A document template keeps the formatting consistent, and Google Sheets records the application details.
- [Pitstop](https://github.com/praneethravuri/pitstop): Pitstop brings Formula 1 data into an AI chat through MCP. Its tools cover race results, standings, schedules, telemetry, and news. For questions about a race, it can compare lap pace, summarize stints, and calculate how lap times change over a tire stint. It combines FastF1, Jolpica, and OpenF1 with a queryable SQLite database.
- [Traffic Congestion Reduction](https://github.com/praneethravuri/traffic-congestion-reduction-with-SARSA): A university team project exploring how reinforcement learning can control a four-way intersection. A SARSA agent chooses which direction gets a green light, using accumulated vehicle delays to represent traffic conditions. Pygame shows the traffic simulation, while learning curves track the agent’s behavior during training.
- [Notstuck](https://github.com/praneethravuri/notstuck): Upload a PDF, Word document, or text file, then ask questions about it. Notstuck splits the document into chunks, embeds them, and retrieves relevant passages from Pinecone. A chat interface shows the answer alongside document references. The assistant also has a web-search tool for questions beyond the uploa
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Machine-readable: GET /v1/resolve?q=praneethravuri.com · GET /v1/domain/praneethravuri.com · this page as Accept: application/json or text/markdown · MCP lookup_domain

Automatically discovered from public files. Inclusion does not imply endorsement or publisher participation.

Claim my listing on Agent Web Map for praneethravuri.com:
1. POST https://agentwebmap.com/v1/sites/praneethravuri.com/claims and keep claim_id and claim_secret private.
2. Publish the verification line "AgentWebMap verification: <token>" (token from step 1) in https://praneethravuri.com/llms.txt, or use the DNS, meta-tag or well-known method the response describes. This only verifies the listing; your website and domain remain yours.
3. POST https://agentwebmap.com/v1/sites/praneethravuri.com/verify with {"claim_id": "...", "claim_secret": "..."}.
4. Save the api_key from the answer; it manages the listing (PATCH https://agentwebmap.com/v1/sites/praneethravuri.com).
MCP equivalent: tools begin_ownership_claim, then verify_domain, at https://agentwebmap.com/mcp. Docs: https://agentwebmap.com/docs#verify

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