Your Career Path !!

The Agent That
Gets You Hired
Faster.

Drop your CV + a job URL. NextSteps fetches the JD, matches your skills, rewrites your resume, writes a tailored cover letter, runs a mock interview, and teaches you every gap skill — end to end.

Live Match Found
Senior ML Engineer
Anthropic · San Francisco, CA
0% match
Remote
$160k–$220k
Full-time
Python FastAPI ML Ops Docker RAG
Application Strength85% Confidence
5
Phases Automated
Parse → Match → Apply → Interview → Tutor
64%
Avg First Match
Baseline skill match on your first CV scan
10x
Faster Applications
Full package generated in under 2 minutes
The Problem

Job hunting is broken.

Generic applications hit automated walls. NextSteps fixes the entire pipeline with one AI agent.

🕳️

The Black Hole

Sending 100+ applications into ATS systems that discard 95% before a human ever sees them. Hours of effort, zero signal back.

📄

Generic Cover Letters

Templates that don't reference the company, the role, or your actual relevant experience. Screened out in seconds.

🎯

Blind Skill Gaps

No idea which skills to prioritise. Applying to roles you're 40% qualified for while ignoring ones you'd nail at 90%.

From 0 callbacks to 3 interviews in 10 days.

"I was applying to dozens of roles a day and getting nothing back. No rejection, no feedback — just silence.

NextSteps showed me exactly where my CV was falling short for each role. The skill gap report was eye-opening. Once I used the tailored resume bullets and cover letter, responses started coming in within 48 hours."

HV
Harsh Vardhan
ML Engineer @ Anthropic
Smart Match Queue
Live Matches
🤖
AI Engineer
Cohere · Toronto, Remote
91%
⚙️
Backend Platform Lead
Groq · Bay Area
84%
🔍
ML Infrastructure Eng.
Mistral AI · Remote
77%
The Process

Five phases.
One agent.

From raw PDF to interview-ready in under 2 minutes. Every phase hands off to the next automatically.

01

Parse & Extract

Upload your CV PDF and paste a job URL. Tavily fetches the full JD from any job board. Groq extracts structured profiles from both in seconds.

02

Skill Match

ChromaDB + cosine similarity scores every skill. See your exact match %, what you're strong on, and which gaps are blocking you.

03

Apply Package

Groq rewrites your resume bullets for the specific role. Cover letter streams out enriched with real company intelligence from Tavily.

04

Mock Interview

10 role-specific questions generated from your gap report. Every answer scored on 3 axes against your CV via RAG. Final performance report.

05

AI Tutor

Socratic tutor that teaches every gap skill without lecturing. Tavily enriches lessons with current examples. Code coach with 4-axis review.

Under the Hood

Built on production-grade
AI architecture.

No wrappers. No hype. Real agents with real infrastructure running every phase.

🧠

Groq + gpt-oss-120b

Every LLM call runs through Groq's inference engine on gpt-oss-120b. Sub-second structured extraction for CV parsing, bullet tailoring, cover letter generation and interview scoring.

→ 5 agent functions
🔍

Tavily Web Intelligence

Tavily extract fetches full JD text from any job board. Tavily search enriches cover letters with live company intelligence. Skill tutor context sourced from the real web.

→ 3 integration points
🧮

ChromaDB + RAG

Your CV is chunked and embedded into ChromaDB with SentenceTransformers. Cosine similarity powers skill matching. Interview answers are scored RAG-grounded against your actual experience.

→ all-MiniLM-L6-v2
⚡

FastAPI Layer

9 typed REST endpoints wrap every agent function with zero changes to agent logic. CORS-ready for the React frontend. Upload PDF, stream cover letter, run interview — all via clean JSON routes.

→ Railway deployed
⚛️

React + Vite Frontend

Phase-by-phase UI with drag-and-drop upload, streaming cover letter generation, chat-style interview simulator, Monaco code editor for practice problems, and radar chart performance summaries.

→ Vercel deployed
🛡️

Graceful Degradation

Every external API call is wrapped in try/except returning empty string on failure. Tavily unavailable? bs4 fallback scrapes the JD silently. The system never breaks — it degrades gracefully.

→ always-on design

Powered by

🤖 Groq
🔍 Tavily
🧮 ChromaDB
📦 FastAPI
⚛️ React + Vite
🐍 Pydantic v2
🚀 Railway
▲ Vercel
🔗 SentenceTransformers
📄 PyMuPDF
🤖 Groq
🔍 Tavily
🧮 ChromaDB
📦 FastAPI
⚛️ React + Vite
🐍 Pydantic v2
🚀 Railway
▲ Vercel
🔗 SentenceTransformers
📄 PyMuPDF
Real Results

People who stopped
struggling.

★★★★★

"The skill gap report was almost confronting — it showed me exactly why I'd been getting rejected. Fixed those three skills and my callback rate jumped immediately."

SJ
Sarah Jenkins
ML Engineer @ Google DeepMind
★★★★★

"The mock interview caught every gap in my answers before the real thing. I walked in knowing exactly what they'd ask about Kubernetes. Got the offer first round."

MC
Marcus Chen
Staff Engineer @ Stripe
★★★★★

"The cover letter actually referenced the company's recent funding round and their infrastructure stack. The hiring manager mentioned it specifically in the first interview call."

ER
Elena Rodriguez
AI Research Lead @ Mistral
Get Started Today

Ready to get hired
faster?

Drop your CV. Paste a job URL. NextSteps handles the rest — from skill match to interview-ready in under 2 minutes.

No credit card required · Runs locally or on Railway