PORTSprint 26.7Available

AI engineer & Full-stack Developer

I ship AI systems the same way a good team ships software: scoped tickets, measured outcomes, no mystery work. Retrieval, agent orchestration, evaluation, and the product surfaces around them.

View the boardActivity log
  • React
  • Typescript
  • Python
  • LangGraph
  • FastAPI
  • TypeScript
  • Next.js
  • Postgres
  • Docker

Details

Assignee
A. Bhavsar
Reporter
Open to inbound
Labels
RAGAgents
Experience
7+ yrs
Location
Remote · UTC+0

Activity — check-ins, last 12 months

512 commits · 211 repos
@aniketbhavsarHover a day for its count
Aug 2025LessMoreAug 2026

Sprint stats

211

Repositories

594

Contributions

15

Repos contributed

23

Day streak

Projects — delivery board

7 issues · 44 story points
Done2

Autonomous customer support agent

Multi-agent tier-one support: docs retrieval, billing tool calls, confidence-based escalation to a human.

Agents94% acc1.4s p50
LangGraphFastAPIReact
PORT-07DemoCode8

Resume intelligence engine

Structured extraction and role-fit scoring over 40k resumes, with drift detection between model versions.

Extraction0.91 F1
LlamaIndexNext.js
PORT-06DemoCode5
In progress1

Multi-agent research platform

Planner–worker–critic topology for long-horizon literature reviews, returning cited briefs with full traces.

Agents12 roles
CrewAIRedisDocker
PORT-05Code13
Open source1

Retrieval benchmark suite

Chunking, reranking and hybrid search compared across six corpora — the source of my retrieval defaults.

+22% nDCG6 corpora
LangChainHuggingFace
PORT-04ResultsCode8
Backlog3

Eval harness as a CI gate

Regression suite that blocks a deploy when answer quality, latency, or cost drifts past threshold on the golden set.

Idea
PytestGitHub Actions
PORT-03Spec3

Streaming voice agent prototype

Low-latency speech-to-speech loop with barge-in, mid-utterance tool calls, and sub-second first-token audio.

Idea
WebRTCWhisperLiveKit
PORT-02Spec5

Cost-aware model router

Routes each request to the cheapest model that clears a quality bar, with per-tenant budgets and live fallback.

Idea
LiteLLMRedis
PORT-01Spec2

System design — write-ups

4 posts · click a card to read the summary

Architecture decisions I've had to defend, written up after the fact. Each opens with the problem, the trade-off I took, and what it cost.

AISD-01

This is Ai Post

Test 1 post on going o. owking on thatFastAPI is a modern web framework for building APIs with Python. Testing prodFastAPI is a modern web…

1 min read · Jul 2026Open →
SecuritySD-02

JWT auth in a nutshell what it is

JWTs are signed tokens that let servers verify a user's identity without storing session state. JWI used world wide now days.

1 min read · Jul 2026Open →
EngineeringSD-03

why async matters

Async lets your API handle many requests concurrently without blocking on I/O.

1 min read · Jul 2026Open →
EngineeringSD-04

how to build API block

FastAPI is a modern web framework for building APIs with Python.

1 min read · Jul 2026Open →

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