soumysphere

Hello.

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Intro

i’m soumya. i design, i build, and i mess with things just to see how they work. spent a couple years in startup ops & strategy, but recently i've put most of my energy in the deep end: ai tooling, agents, frontier coding tools, and rapid prototyping.

i'm a compulsive tinkerer. obsessed with the entire process of how things are built, curious about any and everything. i dig into everything: cloud, infra, webdev, ios, ml and everything in between.

Experience

Komma Financial Technologies

Nov 2022 – Jan 2024
Founder’s Office · Gurugram | Pune

Simplifying investing by developing personal finance tools that make managing money easier.

  • Worked directly with early-stage founders to drive day-to-day execution across operations and product, standardizing internal SOPs.
  • Owned the translation of business and financial requirements into product flows, collaborating closely with engineers to ship website and internal tool updates.
  • Spearheaded a cross-functional team of interns across analytics, marketing, and fintech research, setting workstreams, reviewing outputs, and driving execution against clear deliverables.

BabyKavach

Jan 2024 – Jan 2025
Founder’s Office · Gurugram

Building a suite of digital healthcare services to help parents with vaccinations and medical records.

  • Conceptualized and managed the roadmap for components, translating complex health metrics into actionable user insights in React.
  • Worked on Go-to-Market strategy for the brand’s digital presence; managed ad budgets and content operations to drive initial user acquisition and engagement.
  • Worked the end-to-end development of the brand website and application, optimizing the User Journey (UX) to serve as the primary lead generation funnel.

selected works

A collection of experiments, agents, and side-projects.

my personal agent timeline

Eclipsn

Next.jsGraph DatabaseGmail APIWhoop API

Eclipsn is my personal AI agent, designed to be the central ecosystem of my digital life. It connects via Whoop API to track recovery, ingests my Gmail to stay updated on conversations, and maintains a long-term memory graph. It learns about me, anticipates updates, and serves as a unified interface for my data. (P.S. While I was building this, Peter Steinberger(@steinpete) shipped OpenClaw (the 100x version). Great minds think alike lol, but he shipped faster.)

Eclipse Obsidian

TypeScriptObsidian APICerebrasPWA

I run this on a VPS, accessed via a custom PWA. Powered by Cerebras (3000 tokens/sec), it gives me instant access to my memories, past journals, and collections. considering i treat obisidian as my second brain, I've a gh hook that fetches and ingests my new memories at 2am everyday. It bridges the gap between personal AI and my knowledge base beautifully.

side projects

SHIT

React NativeExpoTypeScriptMMKV

[Student Helper Integrated Tool] A minimal native app for managing academic timetables and tracking attendance. All data stored locally on-device with no cloud dependencies. Features weekly timetable management, visual attendance tracking, and insights.

Kochi Metro SIH

SIHHackathon

A Smart India Hackathon (SIH) project developed for Kochi Metro, focusing on improving operational efficiency by solving ops problems like depot stabling & turnout order, and optimizes safety, service readiness, branding exposure and mileage balancing.

HFT Backtesting Engine

RustHFTBacktesting

A high-frequency trading backtesting engine for XAU/USD built in Rust, designed to run efficiently on a Macbook. Optimized for speed and low-latency simulation.

PhotoCortex

Computer VisionAI

PhotoCortex is an AI-powered photo analysis and organization platform that made on top of ensemble of multimodal AI modals to helps you understand and explore your photo collection in new ways. It combines face, object, scene, text detection with computer vision (Google photos but all local).

Stock Portfolio Tracker

Next.jsTypeScriptTailwindCSSYahoo Finance API

A minimalistic, real-time stock portfolio tracker based on Zerodha's Kite platform. Track your stock market investments with live updates, llaso it automaticaly fetches your stock portfolio from mulitple kite accounts so you can keep a track of your portfolio at one place.

SIH-BEL Image Chatbot

YOLOv8Llama 3.1PythonFlask

Developed for SIH 2024 (Bharat Electronics Limited). This system integrates YoloV8 for computer vision and Llama 3.1 for NLP to analyze images and generate contextual responses for component identification and retrieve information about the particular part from BEL's official documentation.

ImageNerve

React NativeExpoFastAPIFace Recognition

A native photo management application with AI-powered face recognition. Designed to organize and retrieve only your photos intelligently, Get your photos from any event in just one scan.

AlphaFold Nano

PythonStreamlitPyTorchAlphaFold

A compact repository implementing AlphaFold data preparation pipelines and Reinforcement Learning algorithms (Actor-Critic CartPole, Q-Learning FrozenLake). Features a dashboard for visualizing training metrics and comparing toy backbone inferences against AlphaFold traces.

ACE + RL Agent

PythonReinforcement LearningACE Framework

A terminal-first ACE (Agentic Context Engineering) agent that plans, executes, validates, reflects, and self-tunes via a lightweight reinforcement-learning bandit.

working
philosophy

// initializing neural grid...