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SURYANSH SINGH SUGARA

Software Engineer · Music Producer · Content Creator

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I BUILD SYSTEMS

CS Undergrad · Product-Oriented SDE · AI Automation/LLM Engineering

0
Production-Deployed
Systems
0
Latency Reduction
(IFFCO)
0
Manual Overhead Red.
(RBSK)
TOP 150
National Hackathon
Finalist
♪

I BUILD SOUNDS

EVADE PRODUCTIONS · Founded April 2018

0
SoundCloud
Streams
0
Production
Credits
0
FL Studio
Experience
1ST
1st Place · MI-XER
2025 · IIT Bombay

WHAT I BUILD WITH

Languages
Python TypeScript C++ C
Frontend
React Next.js Tailwind CSS PWA
Backend
FastAPI ASP.NET REST APIs Cgo
Database
PostgreSQL MySQL Oracle 19c Firebase
ML / RL
PyTorch StableBaselines3 FinRL
DevOps
Docker GCP GitHub Actions CI/CD

WHAT I'VE BUILT

HEALTHCARE GOVT. PWA

RBSK FIELD SURVEYOR

React · Firebase · Tailwind · jsPDF

14 Odisha RBSK district hospitals deployment

70% reduction in manual overhead

400+ digital DEIC case sheets/month

Offline-first: zero data loss in zero-connectivity districts

35% cut in appointment coordination time

View on GitHub →
ML REINFORCEMENT LEARNING QUANT

FINRL TRADING AGENT

Python · PyTorch · StableBaselines3 · Docker · GCP

11.15% simulated paper returns

39 stocks · 5 years · 15-min OHLCV data

30,094 simulated trades · Sharpe ratio 0.48

Multi-agent architecture with shared reward signal

View on GitHub →
ENTERPRISE INTERNSHIP MVC

IFFCO PRODUCTION SYSTEM

ASP.NET · Oracle 19c · MySQL

Capable of scaling to 500+ concurrent daily requests if needed

Designed to support 10,000+ monthly data transactions

Optimized database layer for 85% query latency reduction (800ms → 120ms)

Engineered for 22% operational efficiency gain in production simulation

Dual-database MySQL + Oracle 19c architecture

RESEARCH ML OPTIMIZATION

PCAM PRECISION ENGINE

Python · PyTorch · SciPy · NumPy · Nelder-Mead

Developed and engineered for the Anvil Hackathon National Finale that I competed in (Scaler School of Technology, Bangalore) - NeurIPS 2026 Sponsored Track (P-04 Benchmark)

Achieved 70.0 / 70 max possible score on Retrieval Accuracy validation

Proven 100% robustness: zero per-seed regressions on adversarial noise

Implemented cosine-weighted k-NN for dynamic class-conditional dimension reliability estimation

Mathematically proved diagonal precision limits for anisotropy reduction in theory writeup

View on GitHub →

EVADE PRODUCTIONS

est. April 2018

3M+
SoundCloud
Streams
115+
Production
Credits
8+ YRS
FL Studio
Experience
5+
Artists
Managed
Dance Pop Indie Pop R&B Hip-Hop / Trap Hybrid Electronic
Notable Credits & Collaborations
MATWW OFFICIAL
Production + Co-writing
Full production and lyrical collaboration
Elation
Ongoing Production
Active production partnership
Chri$tian Gate$
Ongoing Production
Continuing collaborative work
Mystical Stardust
Debut Producer Album
Released Aug 2023
Afterglow
Single Production
Released May 2025
KNOW MORE →

LIFEWITHSURYANSH UNIVERSE

LIFEWITHSURYANSH UNIVERSE

Direction

Creating cinematic stories and visual experiences. Directing visual narratives that blur the line between performance and art.

LIFEWITHSURYANSH UNIVERSE

Content Creation

Connecting with a global community. Translating sound, technology, and fitness into high-impact digital media.

LIFEWITHSURYANSH UNIVERSE

Fitness

Pushing physical and mental boundaries. Fueling creative energy with discipline, endurance, and peak physical conditioning.

LIFEWITHSURYANSH UNIVERSE

Lifestyle

Living at the intersection of disciplines. Capturing daily movements, studio sessions, and the aesthetic pursuit of the craft.

FOLLOW @lifewithsuryansh

AWARDS & RECOGNITION

🥇
1ST PLACE
MI-XER 2025
IIT Bombay · All-India Music Production & Mixing Competition
"Competing against participants from top institutions and studios across India"
🏆
NATIONAL FINALIST
ANVIL HACKATHON
Scaler School of Technology, Bangalore
"Selected from 3,500+ participants nationwide - 64-dimensional precision vectors for PCAM retrieval, targeting anisotropy reduction"

LET'S BUILD SOMETHING.

Or make something sound good.