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16 followers · 11 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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aditya-ig10/README.md

Typing SVG

🧠 About Me

aditya = {
    "role"     : ["Research Intern @ IIT (ISM) Dhanbad", "ML Generalist @ Outlier AI"],
    "studying" : "B.E. Computer Science — SRM IST (Class of 2027)",
    "research" : "HiSLM — Hierarchical Small Language Model Inference on Edge Devices",
    "building" : "Synthrun — developer freelance platform for US/UK clients",
    "focus"    : ["Edge AI", "NLP", "MLOps", "Contrastive Learning"],
    "currently": "Fine-tuning Phi-3 / Qwen2.5 on NVIDIA Jetson for mining-domain SLMs",
    "fun_fact" : "I deploy LLMs on hardware that fits in your backpack 🎒",
}

🔬 What I'm Working On

🤖 HiSLM — Edge AI Research

Two-node hierarchical inference architecture on NVIDIA Jetson AGX Orin + Orin NX. Deploying quantised SLMs (Phi-3, Qwen2.5) via llama.cpp with CUDA. QLoRA fine-tuning on mining-domain data. Targeting IEEE publication.

🚀 Synthrun

Freelance agency + platform for developers targeting US/UK clients. Includes Synthrun Mail — a production-grade multi-tenant email system with Firebase Auth, Nodemailer + SMTP/TLS, and Brevo integration.

🛠️ Tech Stack

ML & AI

Backend & Cloud

Frontend & Tools

Databases & Infra

🏆 Highlights

🏅 Achievements

🥇 Event
🔬 Research Intern — IIT (ISM) Dhanbad (HiSLM / IEEE-targeted paper)
🤖 ML Generalist — Outlier AI (RLHF, Aether & Millennium Leaf tracks)
🌐 Google Gen AI Exchange Hackathon 2025 — Prototype Contributor
🏆 OpenAI × NxtWave Hackathon — State-Level Finalist, National Nominee
☁️ Oracle Cloud Infrastructure Foundations Associate (Dec 2025)

🌐 Languages

English — Professional  |  Hindi — Native  |  German — Elementary  |  Russian — Elementary

"Build at the edge. Think at the frontier."

✍️ Random Quote

📊 GitHub Stats:


Top Languages

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  1. RGVE---Response-Generation-Variability-Engine RGVE---Response-Generation-Variability-Engine Public

    Simulate how a language model generates different responses to the same prompt based on varying internal and external conditions, similar to a neural network.

    TypeScript

  2. context-fence-releases context-fence-releases Public

    Context Fence release assets — universal macOS DMG + Windows x64 EXE for every version, with changelogs. Canonical release.json for the /downloads page.

  3. Lexical_Semantic_Embedding_Model Lexical_Semantic_Embedding_Model Public

    Implementation of a LSEM using BiLSTM with Multi-Head Attention for semantic similarity tasks.

    Jupyter Notebook 1

  4. CUSK CUSK Public

    Computed For Unifed Silicon Kernel!! Python Package to train models faster on your mac.

    HTML

  5. pathetic-lang pathetic-lang Public

    A Beigner Friendly Psuedo Code Based Language!

    Python 1

  6. CompilerDesign-PyLib CompilerDesign-PyLib Public

    HTML 1 1