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TOP SECRET // CASE #2026

Surya Pratap Singh

I build scalable backend systems and AI-powered applications

Final-year BTech CSE student focused on backend and cloud-based web applications.

Let's build something Open evidence board

Evidence Board

Project dossiers presented as a stacked investigation.

FILE 01

Cloud Storage Web App

Built a full-stack file storage platform with authentication and cloud storage integration.

Node.js Express.js MongoDB Supabase REST APIs JWT

Impact: Implemented file upload, download, and user access control.

Source

FILE 02

Synthetic Financial Transaction Data Generator (CGAN)

Built a Conditional GAN (CGAN) model to generate realistic synthetic financial transactions for fraud detection training, solving data privacy and scarcity issues.

Python PyTorch Streamlit Machine Learning GANs

Impact: Generated 10,000+ realistic transactions maintaining fraud distribution (~3%) for ML model training without exposing sensitive data.

Live demo Source

FILE 03

IronMind Habit and Fitness Tracker

Built a habit tracking dashboard with streak analytics and progress visualization.

Python Streamlit Analytics

Impact: Shipped as a live app with interactive progress views.

Live demo Source

FILE 04

SmartRecruitAI Resume Analyzer

Built an application to analyze resumes and suggest job roles using keyword matching.

Python Text Processing Keyword Matching

Impact: Automated resume-to-role recommendation workflow.

Source

FILE 05

AI Interview Coach

Built an AI-powered interview coaching app that simulates real interview scenarios by generating role-specific questions and evaluating user responses via voice input.

React TypeScript Google AI Studio (Gemini API) Speech-to-Text

Impact: Enabled real-time interview practice with AI-generated feedback, improving candidate readiness through interactive voice-based sessions.

Live demo Source

Subject Profile

CASE FILE SPS-2026-IN // STATUS: Final-year BTech CSE student seeking entry-level software roles

Surya Pratap Singh

CLASSBTECH_CSE

XP_LEVELBACKEND

LANG_1English

LANG_2Hindi

SYSTEM_ALERT

OPEN TO WORK

// CONTRACTS: ENABLED [REMOTE_READY]

COMPETENCE_ANALYSIS_REPORT

[READ_ONLY]

Hybrid developer obsessed with the fusion of technical rigor and visual impact. I build fast products with clear architecture and memorable interaction layers.

// ACADEMIC_LOG [EDUCATION]

B.Tech Computer Science Engineering 2023 - 2026

Current Focus Final Year

Backend systems, cloud-based web applications, and API-driven architecture.

// FIELD_OPERATIONS [CURRENT FOCUS]

Designing robust backends, interactive frontends, and high-velocity product workflows.

EQUIPMENT_INVENTORY

HARD SKILLS

Python JavaScript SQL Node.js Express.js FastAPI REST APIs JWT Authentication MongoDB Supabase AWS (Basics) Git

SOFT SIGNALS

Problem Solving Ownership Adaptability Team Collaboration Fast Iteration Consistency

Field Log

Mission outcomes.

2023 - 2026

B.Tech in Computer Science Engineering

  • Focused on backend development and cloud-oriented web application workflows.
  • Built practical projects using Python, Node.js, APIs, authentication, and databases.
  • Strengthened implementation skills through continuous project delivery.

2024 - Present

Independent Project Developer

Self-directed build track

  • Built 5+ end-to-end projects including AI tools, full-stack apps, and ML models.
  • Shipped live products with FastAPI, React, Node.js, and cloud deployments.
  • Contributed security improvements and bug fixes to open source repositories on GitHub.

2025

Workshops & Hackathons

IIT Roorkee Cognizance × Microsoft, AVALANCHE | Adobe India Hackathon

  • AI/ML workshop with Microsoft and Blockchain workshop with AVALANCHE — Cognizance IIT Roorkee 2025.
  • Participated in Adobe India Hackathon Round 1 (MCQ + Coding) as Team '404 NOT FOUNDERS'.

Profile

Short story, zero fluff.

I am a final-year BTech CSE student who enjoys building practical software that solves real problems.

Currently focused on backend + cloud systems and actively seeking opportunities to build real-world products

I am now looking to contribute to a strong team and keep improving through real product execution.

Learning Logs

What I learned from building these projects.

4 MIN READ

Cloud Storage App: Auth Has To Be System-Level

I learned that login is just step one. Real security came from permission checks on every file action and predictable token/session handling.

Read article

5 MIN READ

CGAN Project: Data Quality Beats Fancy Models

Most gains came from data prep and evaluation discipline. Balancing fraud classes and validating generated patterns mattered more than architecture tweaks.

Read article

3 MIN READ

IronMind: UX Clarity Drives Retention

Users stuck with the app when progress looked obvious. Lightweight visuals and streak feedback improved engagement without overcomplicating the product.

Read article

3 MIN READ

SmartRecruitAI: Relevance Is Better Than Volume

Keyword matching worked best when tuned for role context. Precision in mapping signals to roles outperformed broad, noisy scoring strategies.

Read article

4 MIN READ

AI Interview Coach: Latency Changes Product Feel

Fast response loops made practice feel realistic. I focused on prompt structure and response timing to keep the coaching flow smooth and useful.

Read article

Open Channel

Let's build something unforgettable.

If you have a product, internship, or wild concept, I'm in.

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