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AI / ML Systems • Applied AI • Creative Tooling

AI-focused developer and researcher building applied systems rather than toy demos.
College student, independent developer, researcher-oriented.

Souradip Biswas

Professional Overview

I am an AI-focused developer and researcher dedicated to building applied systems rather than just prototypes. My work is driven by a strong interest in document intelligence, generative AI, NLP, and persona-based systems.

I combine AI + interfaces + tooling into complete end-to-end products, and I am comfortable with experimentation, iteration, and rebuilding systems from scratch to achieve the best architecture.

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

Wassap

Real-time Communication

WhatsApp Clone with AI Integration

A modern remake of WhatsApp featuring real-time messaging with integrated AI bot capabilities and enhanced user experience.

Full-featured messaging platform with real-time chat, AI-powered assistance, modern UI/UX, and seamless communication workflows. Built with cutting-edge web technologies for optimal performance.

TypeScriptNext.jsAI IntegrationWebSocket

EquityEcho

FinTech / AI Application

Stock Market Prediction Platform

AI-driven financial application for stock market analysis and prediction, providing real-time insights and forecasting capabilities.

Comprehensive stock analysis platform leveraging machine learning models for price prediction, trend analysis, and portfolio recommendations. Features interactive charts, real-time data processing, and intelligent forecasting algorithms.

TypeScriptNext.jsML ModelsFinancial APIs

DevineClub

Competition Project

AIFusion IIT Ropar Hackathon

Advanced AI application developed for the AIFusion hackathon at IIT Ropar, showcasing innovative AI system design and implementation.

Competition-grade project demonstrating cutting-edge AI capabilities, system architecture, and practical problem-solving. Built under time constraints with a focus on scalability and real-world applicability.

TypeScriptNext.jsAI/ML StackCompetition-Ready

CosmicCanvas

Experimental UI

Generative Art & Color Playground

A dynamic canvas to draw and experiment with colors, fluid geometry, and interactive patterns.

Built to explore WebGL-based color blending and procedural strokes. It serves as a creative playground for digital art experiments.

JavaScriptWebGLCanvas API

LegalLM

AI Application

Featured Flagship Project

AI-driven platform for uploading, parsing, and analyzing legal documents using NLP-based approaches.

Leverages large language models to extract key clauses, identify risks, and summarize complex legal jargon into actionable insights. Built for speed and accuracy.

TypeScriptAI/NLP StackNext.js

Project AIC

AI Bot / System

Core Long-term Personal Project

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

An experimental autonomous agent designed to simulate long-term memory and adaptive personality traits. Focuses on 'ghost in the machine' behavioral patterns.

PythonPyTorchTransformers

The Shadow Diary

AI Journaling

Psychological AI Tool

Journaling platform that uses AI to rewrite and reinterpret entries, inspired by psychological and Jungian themes.

Transforms raw user thoughts into structured narratives, offering psychoanalytic perspectives (e.g., Shadow Work). Features a moody, immersive interface.

TypeScriptNext.jsOpenAI API

PersonaVerse

Desktop AI App

Interactive Playground

Persona creation and interaction playground enabling users to build and converse with AI-driven personalities.

A comprehensive tool for drafting character backstories, voice settings, and behavioral constraints. Includes a real-time chat simulation environment.

Node.jsElectronReact

AI Overlay

Desktop Utility

Productivity Tool

Lightweight AI overlay tool designed for productivity and real-time assistance.

Hover-based AI assistant that functions as a smart layer over your OS. capable of reading screen context and providing instant answers.

PythonTkinterOCR

Inviter

Web Application

Event Management

Invitation management system integrating messaging and email services for automated communication workflows.

Streamlines the RSVP process with automated follow-ups via SMS and Email. Includes a dashboard for tracking guest status in real-time.

Node.jsNext.jsTwilioSMTP

Business Venture App

Desktop Application

Enterprise Solution

Business-focused application supporting financial tracking, reporting, and internal workflows.

Secure desktop environment for managing accounts, generating invoice PDFs, and visualizing cash flow data.

Node.jsElectronSQLite

Cosmos Anomaly

Experimental System

Narrative Engine

Narrative-driven and system-oriented project exploring timeline manipulation and anomaly-based logic.

A game-like simulation where users influence the timeline, causing ripple effects (anomalies). Heavily relies on graph-based state management.

TypeScriptWebGLState Machines

Timeline Twist (V2)

Iterative System

System Refactor

Second iteration of a timeline-based project, emphasizing refactoring and architectural improvement.

Focused on clean architecture and performance, rebuilding the core timeline engine to support infinite branching.

TypeScriptReactRedux

PS Utility Suite

Automation Tool Collection

DevOps / Scripting

Collection of PowerShell modules including web scraping, scheduling, stopwatch utilities, and automation tools.

A power-user toolkit for Windows, automating mundane tasks like file organization, data scraping, and system monitoring.

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*
    Hola! Soy Aprender espanol, ¿Como estas? Mucho gusto senorita.

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 always open to discussing new projects, creative ideas, or opportunities to be part of your vision. Whether you're looking for collaboration on AI systems, need technical consultation, or just want to chat about technology—I'd love to hear from you.