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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLOAchievement: Quickdraw

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Abhra0404/README.md

KAIZEN-X

AI/ML ENGINEER • SYSTEMS BUILDER • RESEARCHER


GitHub LinkedIn Medium

╔══════════════════════════════════════════════════════════════════╗
║                         SYSTEM BOOT                              ║
╠══════════════════════════════════════════════════════════════════╣
║                                                                  ║
║  USER       : ABHRA                                   [ONLINE]   ║
║  ROLE       : AI/ML ENGINEER IN PROGRESS              [ACTIVE]   ║
║  MODE       : BUILD                                    [ON]      ║
║                                                                  ║
║  CORE       : MACHINE LEARNING / DEEP LEARNING                   ║
║  SECONDARY  : DISTRIBUTED SYSTEMS / BACKEND                      ║
║  EXPLORING  : LLMs / AGENTS / MLOps / RESEARCH                   ║
║                                                                  ║
║  STATUS     : ████████████████████████ 100%                      ║
║                                                                  ║
╚══════════════════════════════════════════════════════════════════╝

> whoami

I'm Abhra — a CS/AI student obsessed with understanding how intelligent systems actually work.

I like projects that sit somewhere between:

              RESEARCH
                 ▲
                 │
                 │
     AI ◄────────┼────────► SYSTEMS
                 │
                 │
                 ▼
             SOFTWARE

I don't want to spend my entire career making another todo app.

I want to build things where the README needs a diagram to explain what I built.

> current_mission

MISSION:
  primary:
    - Become ridiculously good at AI/ML
    - Build research-grade projects
    - Understand systems beneath the abstractions

  secondary:
    - DSA
    - Distributed Systems
    - System Design
    - MLOps
    - Open Source

  endgame:
    - AI/ML Engineering
    - Research
    - Production AI Systems

> tech_stack

CAPABILITY MATRIX

┌─────────────────────────────────────────────────────────────────┐
│                                                                 │
│  01  CORE ENGINEERING                                           │
│  ─────────────────────────────────────────────────────────────  │
│      Python  •  JavaScript  •  SQL                              │
│                                                                 │
│  02  INTELLIGENCE                                               │
│  ─────────────────────────────────────────────────────────────  │
│      PyTorch  •  Scikit-Learn  •  NumPy  •  Pandas              │
│      Machine Learning • Deep Learning •  NLP                    │
│                                                                 │
│  03  GENERATIVE AI                                              │
│  ─────────────────────────────────────────────────────────────  │
│      LLMs  •  Transformers  •  RAG  •  AI Agents                │
│      Embeddings  •  Vector Search  •  Evaluation                │
│                                                                 │
│  04  BACKEND & SYSTEMS                                          │
│  ─────────────────────────────────────────────────────────────  │
│      Node.js  •  FastAPI  •  PostgreSQL  •  Redis               │
│      REST APIs  •  Distributed Systems  •  System Design        │
│                                                                 │
│  05  INFRASTRUCTURE                                             │
│  ─────────────────────────────────────────────────────────────  │
│      Docker  •  Git  •  Linux  •  AWS                           │
│      CI/CD  •  MLOps  •  Kubernetes                             │
│                                                                 │
└─────────────────────────────────────────────────────────────────┘

> contribution_matrix

> writing.log

Things I'm learning, building, breaking, and figuring out.

01 — From Writing Code to Building Intelligence My journey from coding → AI/ML → building intelligent systems.

→ Read the transmission

more experiments incoming...

╔══════════════════════════════════════╗
║                                      ║
║       BUILD. BREAK. UNDERSTAND.      ║
║              REPEAT.                 ║
║                                      ║
╚══════════════════════════════════════╝

SYSTEM STATUS: BUILDING...

⭐ Star something if you find it interesting.

Pinned Loading

  1. Distributed-Job-Processing-Platform Distributed-Job-Processing-Platform Public

    A production-oriented distributed job processing platform for submitting, scheduling, executing, monitoring, and managing asynchronous computational workloads across a pool of workers.

    JavaScript

  2. Epoch Epoch Public

    epoch — A developer-focused AI/ML learning platform with structured notes, roadmaps, interactive playgrounds, interview prep, curated resources, AI assistance, and research.

    TypeScript

  3. Theoria Theoria Public

    Theoria tells you what broke, why, and what else is affected — all in one tool.

    TypeScript

  4. Portfolio Portfolio Public

    Most portfolios tell you what someone knows. This one shows how I think.

    TypeScript