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Pratham2511/README.md
Pratham Pansare — Full-stack engineer, AI security, developer tools

Building security systems, developer intelligence, and research software with product-level execution.


AI Security Developer Tools Research Systems Applied ML



Email All repositories Portfolio


◆ SELECTED SYSTEMS ◆

Projects where product, systems engineering, data, and AI meet.

01 · TGDetect

Temporal graph security detection & investigation.

Turns raw cybersecurity telemetry into temporal heterogeneous graphs, causal attack chains, and forensic investigation surfaces. Its detection pipeline combines GraphSAGE + GRU for multi-stage threat analysis while keeping live telemetry distinct from offline model benchmarks.

Python PyTorch PyG GraphSAGE FastAPI Next.js

TGDetect source TGDetect product page

02 · Verbis

AI database assistant that lives inside VS Code.

Transforms natural-language questions into SQL/NoSQL, explores schemas, generates ER diagrams, tracks query history, and adds privacy controls such as schema anonymization and PII masking. Supports cloud and local LLM workflows.

TypeScript React Python FastAPI VS Code API

Verbis source Verbis product page

03 · Kivo

Local-first scholarly research workspace for evidence-driven literature review.

Searches academic providers directly, preserves source passages with provenance, supports screening and evidence matrices, and exports reproducible research records. The baseline research workflow remains usable with AI disabled.

Next.js TypeScript PostgreSQL Prisma Research APIs

Kivo source Kivo live

04 · ShetVaidya

AI crop-disease analysis & medicine verification.

A production-oriented multi-service system combining MobileNetV2 inference, location-aware disease analysis, authenticated scan history, image storage, and agricultural medicine verification.

React FastAPI TensorFlow PostgreSQL Redis R2

ShetVaidya source ShetVaidya live

Explore every repository →


◆ ENGINEERING STACK ◆

Tools I actually build with, grouped by where they matter.

LANGUAGES

TypeScript JavaScript Python Kotlin



PRODUCT & SYSTEMS

Next.js React Tailwind CSS FastAPI Prisma PostgreSQL Redis



AI / ML

PyTorch PyTorch Geometric GraphSAGE TensorFlow



DELIVERY & DESIGN

Docker GitHub Actions Bun Figma


◆ CURRENT SIGNAL ◆

Security systems — temporal graph learning, threat detection, and investigation interfaces that preserve data truth.

Developer intelligence — AI tooling that fits into real workflows instead of becoming another disconnected chat surface.

Research infrastructure — provenance-first software where reproducibility, evidence, and source integrity matter more than generated filler.

Product engineering — shipping across interface, API, data, infrastructure, and ML boundaries instead of treating them as separate worlds.


OPEN CHANNEL

I’m interested in technically ambitious work around AI security, developer tooling, research infrastructure, and applied ML.

Email Pratham Portfolio GitHub profile



Build like a product. Secure like an adversary.



Build Break Learn Ship

Pinned Loading

  1. TGDetect-Temporal-Graph TGDetect-Temporal-Graph Public

    HTML 3

  2. Verbis-Intelligent-Database-Assistant Verbis-Intelligent-Database-Assistant Public

    TypeScript 2

  3. ML-Based-plant-Disease-analysier- ML-Based-plant-Disease-analysier- Public

    TypeScript 2

  4. Veyla Veyla Public

    Kotlin

  5. Kivo-Research-Discovery-Workspace Kivo-Research-Discovery-Workspace Public

    TypeScript 2

  6. khatawali-Records khatawali-Records Public

    JavaScript