Skip to content
View akkupratap323's full-sized avatar

Block or report akkupratap323

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
akkupratap323/README.md
Aditya Pratap Singh — AI Systems Engineer Animated introduction

LinkedIn Email Resume Portfolio

Building reliable AI systems for real users, tools, and production constraints.

About

I work across AI product architecture, backend systems, tool integrations, evaluations, deployment, and product iteration.

  • Co-founder of Verly AI, building voice and chatbot engines with MCP integrations.
  • Founder of Saient, a multi-channel AI sales platform across voice, WhatsApp, email, and web.
  • Previously an AI Engineering Intern at Nester Labs, working on voice-agent evaluation, AI security, and production conversational systems.
  • Electronics & Communication Engineering at IIIT Nagpur.

Production Work

Product Focus Explore
Verly AI Voice agents, chatbots, product architecture, and MCP integrations. Website ↗
Saient Multi-channel AI sales agents across voice, messaging, email, and web. Website ↗
nForge Built at Nester Labs to test voice agents with simulated callers, adversarial probes, and regression evaluations. Live ↗
nGuard Built at Nester Labs for AI security, agent red-teaming, and adversarial testing. Live ↗
Production Voice Agent Built at Nester Labs for natural, real-time customer conversations. Live demo ↗
Intake & Booking Agent Built at Nester Labs to automate customer intake and appointment booking through voice. Live demo ↗

Open-Source Contributions

Contributions merged across observability, AI infrastructure, developer tooling, and model-training projects.

Project Contribution Pull requests
OpenTelemetry JS Fixed optimized XPath propagation in browser trace instrumentation. #6335
Soup Improved dataset validation and terminal plotting; added reproducible model-training recipes. #858 · #860 · #933 · #1015
Orval Added JSON5 package-manifest support and pinned its parser dependency. #4080 · #4081
Repowise Kept generation progress within the valid 0–100% range. #2224
Agent Swarm Added tests that keep provider credentials, pricing, and Docker registration synchronized. #1428
Draw.io Skill Added an AsyncAPI importer for editable architecture diagrams. #127

Organizations I've Contributed To

OpenTelemetry
OpenTelemetry
Orval Labs
Orval Labs
Repowise
Repowise
Desplega AI
Desplega AI
Agents365 AI
Agents365 AI

Selected Open-Source Projects

Project What it does Links
Clawspan Voice-first personal AI chief of staff coordinating specialized agents across developer and productivity tools. Code · Demo
Lookalike Search Reasoning and reranking system for difficult entity-search cases, backed by reproducible evaluation runs. Code · Breakdown
Manus Decoded Technical analysis of agent architecture, context isolation, parallel execution, memory, caching, and failure handling. Code · Breakdown

Engineering Focus

Technical stack
Area Technologies
AI agents LLM orchestration, MCP, tool calling, RAG, agent handoffs, safety boundaries
Evaluation LLM-as-judge, adversarial testing, regression suites, reproducible benchmarks
Voice AI Pipecat, Deepgram, Cartesia, OpenAI Realtime, Twilio Media Streams, Silero VAD
Backend Python, TypeScript, FastAPI, Django, Node.js, PostgreSQL, MongoDB, WebSockets, SSE
Infrastructure AWS, Docker, GitHub Actions, OpenTelemetry, Langfuse, Prometheus, Qdrant, Neo4j

Writing & Recognition

Highlight Details Explore
Multi-Agent Orchestration Built an eight-agent system connected to GitHub, Gmail, Slack, PostgreSQL, and other tools. Watch demo ↗
Featured in Inc42 OpenClaw work featured in The New Garage: OpenClaw And India's DIY AI Agent Boom. View feature ↗
Voice AI Engineering Wrote about engineering a more natural production voice stack. Read article ↗
Competitive Programming Ranked 8th in the Unstop Coding Challenge and 1861 globally in LeetCode Biweekly Contest 153. LeetCode profile ↗

Building reliable AI systems that work with real tools, users, and latency constraints.

Start a conversation on LinkedIn · Send an email


Longest GitHub contribution streak: 12 days

February 1–12, 2026


Profile footer

Pinned Loading

  1. Clawspan Clawspan Public

    A voice-first, always-on AI servant that thinks like a co-founder. Built from scratch — no LangChain, no CrewAI, no agentic framework. Every piece of the brain (intent routing, tool dispatch, memor…

    Python 2

  2. Multi-Agent-AI-Operations-Platform Multi-Agent-AI-Operations-Platform Public

    5 specialized AI agents running 24/7 — handling incidents, monitoring code, managing email, posting to social, and keeping the team in sync. Automatically

    JavaScript 1

  3. MultiPersona-AI-voice-agents MultiPersona-AI-voice-agents Public

    A production-ready, real-time conversational voice AI platform featuring distinct agent personas — receptionist, customer support, sales consultant, technical advisor, and Hinglish support. Built o…

    JavaScript 2 1

  4. lookalike-rerank lookalike-rerank Public

    LLM rerank layer for company-lookalike search: overfetch → hygiene → peer-vs-servicer classification → backfill. +17.6 avg Precision@100 on OpenBenchmarks' 7 hardest seeds (Veeva 58.5→88.5), verifi…

    Python 2

  5. manus-decoded manus-decoded Public

    Layer-by-layer reverse engineering of Manus's multi-agent architecture — for engineers and AI agents who want to understand why it's shaped this way, with open-source toolkits per layer.

    1

  6. Mnemic Mnemic Public

    Mnemic is a framework for building and querying temporal context graphs for AI agents.

    Python 2