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Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex2Achievement: YOLOAchievement: Quickdraw

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shard-c6/README.md

Shardul Chogale — ML, data engineering and network security. Open to GSoC 2027 and ML / data engineering internships.

LinkedIn · Medium · X · Email

What I do

I build ML and data systems end to end, and I like the ones that have to notice when something is wrong: intrusion detection on live network traffic, entity resolution across millions of messy records, and RAG over real NGO data. Computer Engineering @ VIT Mumbai, CGPA 9.5/10.

Where I'm headed

Roadmap: B.Tech at VIT Mumbai 2024, open source 2025, hackathons 2026, MOSIP Decode now, GSoC 2027, goal ML / Data Engineer

Highlights

Project What it does Result
NetForecast · SIH 2026, team lead LSTM world model on CIC-IDS2018, scored by Mahalanobis distance-from-normal AUC 0.984 on unseen attacks (vs 0.672)
Amazon ML Challenge 2026 Entity resolution across 3 sources in 72 hours macro F0.5 0.712 → 0.882 at 7.6M records
GreenGuard · team lead Plant-adoption platform for a Mumbai NGO; RAG with RRF over pgvector + FTS 380+ commits, PostGIS matching
opensre Open-source SRE tooling EKS refactor, dedup fix, suite-wide test protocol
EVNet Sentinel Reproduced an online IDS paper on CICEVSE2024 Found timestamp leakage inflating results
MOSIP Decode 2026 OpenID conformance runner for Inji Certify/Verify Gates MOSIP releases

Activity

Contribution waveform: current streak, longest streak, past-year total and active days

Stack

Stack grouped by layer: serve, learn, store, process, ship, secure

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  1. aether-morse aether-morse Public

    An ultra-premium, interactive web portal for translating, synthesizing, visualizing, and mastering Morse Code in real-time.

    JavaScript 1

  2. VERA VERA Public

    VERA (Viva Evaluation and Report Automator) is a serverless, AI-powered web application designed for computer engineering students.

    TypeScript 2

  3. dehelpers dehelpers Public

    Lightweight, production-hardened Python utilities for data engineering: resilient HTTP, PostgreSQL pooling, and structured JSON logging with automatic secret redaction.

    Python 1

  4. cv-ml-project cv-ml-project Public

    🧠 MNIST Handwritten Digit Recognition — CNN built from scratch with PyTorch, achieving 99.14% accuracy. Interactive prediction via OpenCV canvas & Gradio web UI.

    Jupyter Notebook 1

  5. plant-leaf-disease-reproduction plant-leaf-disease-reproduction Public

    A dual-model deep learning pipeline for plant leaf disease detection (Tomato, Potato, Capsicum) using fine-tuned ResNet-18 (fastai) and custom CNN (PyTorch) with an interactive Streamlit diagnosis …

    Jupyter Notebook 1