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For Developers & Software Engineers

Transform code repositories into verified engineering proof.

Connect GitHub, LeetCode, and HackerRank to deconstruct your commits, architecture patterns, and problem-solving depth into an unforgeable skill graph.

Signature Evidence:System DesignMLOps & DockerPyTorchDistributed SystemsFastAPI

3.4x faster technical shortlisting via verified repository evidence

“Tap me or ask a question anytime. I guide your steps without generic noise.”

Universal Page Intelligence Active
Supported Ecosystem Ingestion
GitHub RepositoriesLinkedIn ExperienceKaggle BenchmarksLeetCode MetricsHackerRankORCID CitationsHugging Face
DPDP Act 2023 Compliant
The Paradigm Shift

From unverified resume claims to indisputable engineering proof.

Why traditional hiring is broken for ambitious builders, and how AI Tathastu replaces keyword matching with proof.

The Broken Status Quo

Scattered Resumes & ATS Keyword Games

Job portals and traditional platforms reward keyword stuffing rather than real technical execution. High-signal developers are lost in noise.

  • ✕Static PDF resumes with unverifiable claims and inflated buzzwords.
  • ✕Passive 50-hour video courses that produce zero demonstrable artifacts.
  • ✕Algorithmic ATS black holes filtering out non-pedigree candidates.
Result: 94% of engineering time wasted on credential signaling.
The AI Tathastu Evidence Standard

Automated Evidence Deconstruction & Living Graphs

We inspect your actual commits, PRs, mathematical citations, and code repositories to synthesize a cryptographic, verified capability ledger.

  • Code Provenance: Commits, architecture designs, and algorithms parsed with zero manual data entry.
  • 100% Student Control: Nothing is published until you review, edit, or confirm candidates.
  • Direct Matching: Hiring and squads matched on actual code depth rather than keyword filters.
Result: Unforgeable proof that speaks directly to engineering leads.
Live Product Experience

Explore the four core workspace modes.

Preview the actual user interface and information architecture that powers AI Tathastu students and researchers.

AS

Aarav Sharma

Verified Candidate

Target Objective: Lead AI/ML Infrastructure Engineer

Capability Score94.2%
Ingestion Provenance

4 Sources Synchronized

GitHub (28 repos)Kaggle (Top 8%)ORCID (1 preprint)
Signature Architecture

vLLM Tensor-Parallel Serving

Benchmarked KV cache memory throughput on 8x A100 cluster with Triton custom kernels.

Opportunity Match

3 Direct Avasar Shortlists

Zero resume screening required; engineering teams requested architecture demo.

The Architecture

Five interconnected worlds. Zero walled gardens.

Each world addresses a critical phase of the modern technologist's lifecycle—from learning and collaboration to interviews, integrity validation, and career placement.

Careers & Opportunities1,200+ Verified AI Roles

Avasar by AI Tathastu

The evidence-first alternative to Naukri and Indeed. Instead of matching buzzwords on PDF resumes, Avasar evaluates candidates based on verified repositories, confirmed project milestones, and cryptographically signed skill assessments.

Direct hiring pipelines without recruiter spamExplore Avasar Roles
Network & Squads

Collaborate by AI Tathastu

Professional networking stripped of vanity metrics. Connect with developers who complement your tech stack to co-build production-grade open source projects.

Curriculum

Learn by AI Tathastu

Precision curricula mapped to your specific goal role. Every milestone builds a tangible repository item rather than a passive completion certificate.

Spatial Rooms

Meet by AI Tathastu

Real-time video & code collaboration rooms. Pair program directly with mentors, conduct architectural walk-throughs, and record verified interview demonstrations.

Proctored Integrity

Iris by AI Tathastu

High-integrity AI proctoring that verifies genuine competency. Assesses reasoning paths, code comprehension, and algorithmic originality without invasive surveillance.

The Journey

Four steps from footprint to verified capability.

Honest, transparent, and structured. You keep complete ownership and review every claim before it goes public.

01Personalize

Define Your Target Focus

Choose whether you are a builder, researcher, or learner. Select your dream AI role and top three priorities.

02Ingest

Connect Footprints & CV

Drop your CV and optionally link GitHub, LinkedIn, Kaggle, or ORCID. Connectors are strictly read-only.

03Refine

Review & Correct Claims

Eiora extracts candidate projects, skills, and publications. Edit, accept, or reject anything before saving.

04Activate

Launch Tailored Workspace

Enter your dashboard with a living skill graph, personalized roadmap milestones, and direct opportunity matches.

The Evidence Engine

Raw footprints become a living skill graph.

Watch how isolated sources transform into unified, verified proof nodes that employers and mentors can audit.

Raw Ingestion Connectors:

GitHub Repositories

Commits, PRs & Architecture

Code

LinkedIn & Experience

Roles, Tenures & Endorsements

History

LeetCode & HackerRank

Problem Metrics & Rank

Algorithms

ORCID & ArXiv Papers

Peer-Reviewed Publications

Research

Kaggle Competitions

Model Benchmarks & Datasets

ML

Eiora Corroboration Pipeline

Deterministic matching + multi-modal verification + cryptographic ledger timestamping.

Verified Capability Ledger:

PyTorch & Deep Learning

3 Repos + 1 ArXiv

Verified

Distributed Training

2 GitHub PRs

Corroborated

Algorithms & Complexity

Top 4% LeetCode

Demonstrated

LLM Fine-Tuning & LoRA

1 Published Notebook

Verified
Wall of Proof

Real capabilities. Real unlocked opportunities.

See how verified evidence replaced generic resumes for engineers and researchers.

“Before AI Tathastu, recruiters ignored my resume because I didn't have an IIT pedigree. Avasar verified my Dockerized Kubernetes pipeline directly from GitHub, and I had 3 direct interview invites within a week.”

MLOpsKubernetesPyTorch
Aarav Sharma

MLOps Engineer @ DeepScale

Matched via Avasar

“Indexing my ArXiv preprints and Kaggle notebooks in one verified profile allowed me to collaborate with international research squads. Eiora made the onboarding synthesis effortless.”

Diffusion ModelsTransformersORCID
Dr. Priya Venkat

Postdoc AI Researcher

Squad via Collaborate

“The personalized roadmap didn't waste my time on videos I already understood. I built an end-to-end RAG assistant, Iris verified the architecture, and that became the centerpiece of my portfolio.”

RAG SystemsVector DBsFastAPI
Rohan Patel

AI Foundations Graduate

Graduated via Learn
Clarifications

Frequently Answered Questions

Begin Your Verified Transformation

You imagine. AI makes it happen.

Join thousands of developers, researchers, and students who have replaced guesswork with unforgeable evidence.

Initialize Your Profile Now
AI Tathastu — You imagine. AI makes it happen.