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Selected work

Roles,
systems,
outcomes.

A quick scan of what I’ve built across full-stack engineering, backend systems, and applied AI , focused on shipping production-quality work with clear tradeoffs.

01
Experience
02
Core strengths
03
Links
Timeline
01 / 07

Software Engineer Intern

Numerikal LabsDE, United States
Aug 2024 – Present

Developed experimental neural network models to probe neuronal fluctuation dynamics and characterize stability under architectural changes.

Field NoteKey Responsibilities
  • Engineered and optimized computational models of neuronal fluctuations to improve simulation accuracy and performance on large-scale neural datasets.
  • Developed quantum computing simulations analyzing state evolution under unitary operations for probabilistic, targeted outputs.
  • Explored AI–biology parallels by comparing artificial parameter fluctuations with biological neuronal variability
  • Built high-performance Go RPC servers and Python FastAPI pipelines to process, analyze, and visualize complex datasets for real-time insights and scalable deployments.
View Paper
Stack
GoPythonFastAPIRPCData pipelines
Things I’ve built, shared, and shipped.Gallery
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

01
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

02
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

03
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

04
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

05
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

06
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

07
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

08
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

09
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

01
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

02
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

03
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

04
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

05
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

06
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

07
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

08
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

09
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

01
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

02
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

03
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

04
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

05
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

06
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

07
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

08
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

01
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

02
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

03
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

04
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

05
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

06
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

07
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

08
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

09
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

01
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

02
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

03
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

04
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

05
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

06
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

07
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

08
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

09
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

01
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

02
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

03
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

04
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

05
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

06
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

07
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

08
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

01
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

02
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

03
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

04
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

05
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

06
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

07
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

08
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

09
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

01
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

02
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

03
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

04
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Speaker - Web3 Conference India (CFP Accepted)
Achievement

Speaker - Web3 Conference India (CFP Accepted)

05
Web3 Conference India

Talk proposal accepted; invited as a speaker at one of the largest Web3 conferences in India with stay sponsored.

Github / Link
ETHIndia 2022 - Batch / Streaming Payments Tool
Achievement

ETHIndia 2022 - Batch / Streaming Payments Tool

06
ETHIndia Hackathon (2022)

Built a finance tool for batching payments and enabling streaming flows (e.g., salaries or scheduled transfers).

Github / Link
Hackathon Build Sprint
Achievement

Hackathon Build Sprint

07
Hackathon (late-night build)

High-intensity team build session: scoped, implemented, and shipped a working prototype under time pressure.

Github / Link
Greenhouse Hackathon (Singapore) - Sustainability Product
Achievement

Greenhouse Hackathon (Singapore) - Sustainability Product

08
Greenhouse Hackathon

Built a carbon-footprint tracker with an ‘earn-to-be-green’ gamified model to encourage sustainable actions.

Github / Link
Talk , Draper Startup House (Bali)
Achievement

Talk , Draper Startup House (Bali)

09
Draper Startup House

Gave a DeFi talk covering AMMs (including passive market maker variants) and core algorithmic design tradeoffs.

Github / Link
Solana Hackathon - FinTech Build
Achievement

Solana Hackathon - FinTech Build

01
Solana Hackathon

Finance/fintech hackathon build: collaborated on architecture + implementation decisions with the team.

Github / Link
CoinDCX Ventures Bounty + Offswap Track Winner
Achievement

CoinDCX Ventures Bounty + Offswap Track Winner

02
CoinDCX / Partner Tracks

Won CoinDCX Ventures bounty ($1,800) and another track for Offswap,an aggregator with infra/system-level focus.

Github / Link
Tech Talk - HerCon Ideathon
Achievement

Tech Talk - HerCon Ideathon

03
HerCon

Delivered a tech talk and shared practical engineering learnings and build approach during the ideathon.

Github / Link
Seminar Speaker - 200+ Students
Achievement

Seminar Speaker - 200+ Students

04
Dayanand Sagar (Guest Seminar)

Invited to deliver a seminar to 200+ students,focused on systems thinking, building, and engineering fundamentals.

Github / Link
Bangalore Hacker House - Multi-Track Winner
Achievement

Bangalore Hacker House - Multi-Track Winner

05
Hacker House (Bangalore)

Built at a hacker house with Hedera, Biconomy, StarkWare, IPFS/Filecoin,won two tracks for shipped work.

Github / Link
Panelist - StackOS (Cloud Infra + Oracles)
Achievement

Panelist - StackOS (Cloud Infra + Oracles)

06
StackOS Panel

Invited as a panelist to discuss oracles, reliability, and cloud infrastructure from a systems perspective.

Github / Link
ETHIndia (Arbitrum Track) - Best Library / Framework
Achievement

ETHIndia (Arbitrum Track) - Best Library / Framework

07
ETHIndia Hackathon

Won for PassSync: an infra tool using passkeys to sign transactions + trigger blockchain network calls with a smoother UX.

Github / Link
ETHIndia (Base) - Account Abstraction + Paymaster Grant
Achievement

ETHIndia (Base) - Account Abstraction + Paymaster Grant

08
ETHIndia Hackathon

Built on Coinbase Base: best use of account abstraction + Base paymaster implementation; received a $1,500 grant.

Github / Link
Scroll
WritingMedium

Systems notes & build logs.

I write about systems fundamentals, debugging mental models, and what I learn while shipping projects.

SYSTEMS,Feb 2, 2025
Building a Computer From Scratch: Understanding Memory #3
From combinational logic to sequential state , how memory works, why it matters, and how to reason about it.
SystemsArchitecture
COMPUTER ARCHITECTURE,Jun 17, 2024
Building a Computer From Scratch: Understanding Arithmetic Logic Unit #2
ALU design: control signals, arithmetic/logic ops, and the tradeoffs behind a clean datapath.
Computer ArchitectureSystems
FOUNDATIONS,Jun 10, 2024
Building a Computer From Scratch: Understanding Computer Architecture #1
A from-first-principles tour of how a computer executes programs , the mental model I use when debugging.
FoundationsEngineering
CRYPTO,Apr 3, 2023
Route2 Web3: week 6–8
Build phase notes: key recovery using MPC + ZK concepts, implementation tradeoffs, and what broke in practice.
CryptoBuilding
RESEARCH,Mar 13, 2023
Route2 Web3: week 5
Proposal → execution: revisiting cryptography fundamentals, MPC deep dive, and how I scoped the build.
ResearchCrypto
SMART CONTRACTS,Mar 3, 2023
Route2 Web3: week 4
Multisigs + meta-transactions: understanding nonce, signatures, and safe execution patterns.
Smart ContractsSecurity
External links
EducationBackground
01
Dates
2024 - Present
Master’s in Computer Science
Purdue University ·
Focus: Healthcare AI + temporal modeling
Research: NAFLD / DILI early-signal prediction
Modeling: LSTM / Transformers + evaluation
Explainability: SHAP / LIME for clinicians
Machine LearningNLPSystemsDatabases
02
Dates
2019 - 2023
Bachelor’s in Computer Science
Nitte Meenakshi Institute Of Technology ·
Built full-stack projects + shipped hackathon work
Systems fundamentals: OS, networks, architecture
Computer-from-scratch: assembler + VM toolchain
Learned to ship clean, maintainable code
Data StructuresAlgorithmsOperating SystemsNetworks