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Focusing
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Focusing
5 followers · 4 following

Achievements

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 AI/ML Journey

→ Read the blog

02 — The AI Shift Nobody’s Talking About: From Chat Models to Decision Models

→ Read the blog

more experiments incoming...

SYSTEM STATUS: BUILDING...

⭐ Star something if you find it interesting.

Pinned Loading

  1. Multimodal-3D-Brain-Tumor-MRI-Segmentation Multimodal-3D-Brain-Tumor-MRI-Segmentation Public

    3D brain tumor MRI segmentation using multimodal T1, T1-contrast, T2, and T2-FLAIR scans with PyTorch/MONAI, built on the BraTS-GLI dataset.

    Jupyter Notebook

  2. Axiom--Autonomous-AI-Research-System Axiom--Autonomous-AI-Research-System Public

    Axiom is an agentic AI research system designed to autonomously investigate technical and scientific questions.

    Python

  3. 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

  4. High-Traffic-Ticket-Reservation-System High-Traffic-Ticket-Reservation-System Public

    A production-oriented ticket reservation backend built to handle high traffic, concurrent bookings, and sudden traffic spikes while maintaining strict inventory consistency.

    JavaScript