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AI / ML Systems • Applied AI • Creative Tooling

AI-focused developer and researcher building applied systems, not just demos.
Independent builder with a research-driven product mindset.

Souradip Biswas

Professional Overview

I build applied AI systems with a focus on usability, clarity, and reliable execution. My core interests include document intelligence, generative AI, NLP, and behavior-aware interfaces.

I combine AI + interface design + tooling into complete products, with an iterative workflow centered on shipping useful outcomes.

Technical Skills

Programming Languages

PythonTypeScriptJavaScriptPowerShellJava (Familiarity)

AI / Machine Learning

NLP & GenAIDocument AnalysisTransformers (Applied)AI Rewriting Pipelines

Application Development

Electron (Desktop)TkinterNode.js & Next.jsUI/UX Logic for AIAPI Architectures

Systems & Tooling

Modular AI DesignAutomation PipelinesCLI & PowerShell Utils3rd Party Integrations

Major Projects

Wat-EWrite

Blogging Platform

Blogging site example and personal blogging platform.

A clean platform for publishing, reading, and showcasing long-form writing.

Built as both a personal blog and a reference implementation focused on readable layouts and smooth content publishing.

TypeScriptNext.jsReactVercel

Sonar Thali Food Commerce App

Food Commerce Application

Food commerce app for showcasing products and serving customers.

A customer-facing storefront for discovering menu offerings and placing orders.

Designed around clear product discovery and smooth purchase flows for food-focused commerce experiences.

TypeScriptNext.jsReactE-commerce

RIGHT.LEFT Digital & Video Production Agency

Digital Agency Platform

Elite digital engineering and motion creative platform.

A production-grade agency platform with an editorial visual system and React 19 architecture.

Includes an Express API layer and Gemini-powered server intelligence for fast RFP scoping and lead qualification.

React 19ExpressGemini AIHeadless E-commerceSaaS

Shri Guru Kirpa Gold Platters And Jewellers

Luxury E-commerce Website

Modern jewellery catalog and customer experience for Shri Guru Kirpa Gold Platters And Jewellers in Phagwara, Punjab.

A premium jewellery storefront with catalog browsing, virtual try-on, and appointment booking.

Balances high-end visual design with practical discovery flows, store information, and concierge-style guidance.

ReactViteE-commerceAI Concierge

GDC Diagnostic Center

Healthcare Web Application

Official diagnostic and pathology web portal for GDC Diagnostic Center, Benad Road, Jaipur, Rajasthan.

A 24×7 diagnostic center web portal for services, center information, and patient-facing workflows.

Built to present pathology offerings clearly while supporting day-to-day operational and management needs.

ReactViteHealthcareManagement System

Wassap

Real-time Communication

WhatsApp Clone with AI Integration

A real-time messaging app inspired by WhatsApp with built-in AI assistance.

Includes live chat, responsive UI patterns, and integrated assistant workflows for faster communication.

TypeScriptNext.jsAI IntegrationWebSocket

EquityEcho

FinTech / AI Application

Stock Market Prediction Platform

An AI-assisted platform for stock analysis, trend tracking, and market prediction.

Combines ML-based forecasting with interactive financial views to support better trading and portfolio decisions.

TypeScriptNext.jsML ModelsFinancial APIs

DevineClub

Competition Project

AIFusion IIT Ropar Hackathon

An AI application built for AIFusion at IIT Ropar under hackathon constraints.

Focused on practical architecture, fast iteration, and real-world problem solving in a competition setting.

TypeScriptNext.jsAI/ML StackCompetition-Ready

CosmicCanvas

Experimental UI

Generative Art & Color Playground

An interactive canvas for experimenting with generative color and motion.

Explores WebGL rendering, procedural strokes, and responsive visual interaction patterns.

JavaScriptWebGLCanvas API

LegalLM

AI Application

Featured Flagship Project

An AI platform for uploading, parsing, and analyzing legal documents.

Uses LLM workflows to surface key clauses, risks, and concise summaries for faster legal review.

TypeScriptAI/NLP StackNext.js

Project AIC

AI Bot / System

Core Long-term Personal Project

A Python-based intelligent bot system exploring behavior and decision logic.

Investigates long-term memory, adaptive responses, and personality-oriented interaction design.

PythonPyTorchTransformers

The Shadow Diary

AI Journaling

Psychological AI Tool

An AI-assisted journal that rewrites and reframes entries using psychological themes.

Turns raw notes into structured reflections with guided interpretation and a focused writing interface.

TypeScriptNext.jsOpenAI API

PersonaVerse

Desktop AI App

Interactive Playground

A desktop playground for creating and chatting with AI-driven personas.

Supports character profiles, behavior constraints, and real-time conversational simulation.

Node.jsElectronReact

AI Overlay

Desktop Utility

Productivity Tool

A lightweight desktop overlay for quick, context-aware AI assistance.

Runs as a smart on-screen layer to help with fast lookups and productivity tasks.

PythonTkinterOCR

Inviter

Web Application

Event Management

An invitation management app with automated SMS and email workflows.

Streamlines RSVPs through reminders, follow-ups, and real-time guest tracking dashboards.

Node.jsNext.jsTwilioSMTP

Business Venture App

Desktop Application

Enterprise Solution

A business desktop app for financial tracking, reporting, and internal operations.

Includes account management, invoice PDF generation, and cash-flow visibility tools.

Node.jsElectronSQLite

Cosmos Anomaly

Experimental System

Narrative Engine

A narrative-driven system exploring timeline manipulation and anomaly logic.

Users influence branching timelines, with graph-based state management driving ripple effects.

TypeScriptWebGLState Machines

Timeline Twist (V2)

Iterative System

System Refactor

The second iteration of a timeline system with a cleaner architecture.

Refactors the core engine for better performance and support for deep branching paths.

TypeScriptReactRedux

PS Utility Suite

Automation Tool Collection

DevOps / Scripting

A PowerShell toolkit for scripting, scheduling, scraping, and routine automation.

Designed for Windows power users to automate repetitive operations and system-level tasks.

PowerShell.NET

Experience & Recognition

Collaborations & Programs

  • India Accelerator – OpenXAI 2025
    Collaborative project under Blockseblock Labs. Participation in accelerator-style development environment. Focus on scalable AI system development.
  • LegalLm – HacktoSkill 2025
    A collaborative project under Google's HacktoSkill program. Participation in accelerator-style development environment. Focus on scalable AI Legal Systems.
  • Espanola – Grade B*
    Completed foundational Spanish coursework with consistent performance.

Achievements

  • Patent Publication (IPR): Published a patent demonstrating original technical innovation and applied research.
  • Tech Fest – IIT Ropar: Recognition for technical performance and innovation.
  • Hackathons & Ideathons: Winner/participant in multiple events involving rapid prototyping and problem-solving.

Public Presence & Signals

  • HackerRank: 5★ in Problem Solving, 5★ in Python.
  • Conference Participation: Attended ODDO Meet (Gandhinagar) and IMC Conference (Delhi).
  • GitHub & LinkedIn: Active profile with multiple featured projects, stars, and technical posts on AI systems/interfaces.
  • Core Themes: "AI as a system, not a demo" & "Persona, identity, and behavior modeling".

Resume / CV

Curriculum Vitae

Professional PDF

My resume provides a comprehensive overview of my technical expertise in AI systems, research projects, patent publications, and professional background.

Get in Touch

Let's Connect

Available

I’m open to collaborating on AI products, creative engineering work, and high-quality digital experiences. If you have a project in mind, feel free to reach out.