Sahil Rane

GitHub Contributions

Experience

Research Analyst

Deepcytes Cyberlabs (UK) · Hybrid

Jul '25 – Dec '25

Contributed to CMS platform development for cyber intelligence operations. Conducted research on emerging cyber threats, attack vectors, and criminal tactics. Analyzed threat intelligence to support proactive security measures and risk assessment.

Web Developer

E-Cell, SAKEC · Hybrid

Jul '24 – Jul '25

Designed and maintained E-Cell Blog, Newsletter, and Food Fest pages using React. Improved load performance and enhanced UX/UI across the web presence.

Blogger

Medium · Self-employed

Nov '22 – Present

Writing blogs on philosophy, psychology, history, CS, and life experiences:). Sometimes I write poems.

Proof-of-Work

QuantDevs – Options Pricing Engine

IIT G Winner. Institutional-grade American options engine (Binomial Trees + Numba JIT, <100ms). Features EWMA volatility forecasting and a LLaMA-3.3 AI Consultant that translates complex Greeks into actionable trade memos.

Python Numba JIT LLaMA-3.3 yfinance

S-TARE – Aviation Intel

Palantir-inspired situational awareness platform. Orchestrates live OpenSky telemetry, localized weather fusion, and NTSB-RAG (FAISS) via a tiered AI pipeline. Rendered in a high-fidelity CesiumJS 3D tactical view.

FastAPI CesiumJS RAG llamacpp

MarkovGPU – OpenCL Engine

High-performance library for massive-scale HMMs. Implements custom OpenCL kernels for Log-Sum-Exp stability, achieving 25x speedups over NumPy. CUDA-agnostic, supporting AMD, Intel, and Apple Silicon.

C++ / OpenCL Python HMM GPGPU

Advaita-Chita – State Steering

Research on Metacognitive Feedback Loops. Uses a Latent Centroid Observer to monitor hidden states of Qwen-2.5 in real-time, self-governing model entropy via a learnable Markov transition matrix.

PyTorch Qwen-2.5 Markov Chains Information Theory

Wolftor – STEM Visualizer

AI educator turning equations into Manim animations (3Blue1Brown style). Leverages Llama 3.3 for reasoning and Gemini 2.5 for visual scripting. FFmpeg-optimized backend for real-time synthesis.

Django Manim Gemini 2.0 FFmpeg

Clairis – Agentic Form AI

Serverless AI agent transforming rigid forms into natural conversations. Features Gemini Vision OCR, multilingual support, and an n8n-orchestrated decision engine. 100% local, privacy-first.

Gemini API n8n OCR Extension

Stack

Education

Bachelor of Technology - IT

University of Mumbai · CGPA: 8.6

2023 – 2027

Technical Volunteer & Coordinator at AURUM'24 Symposium, TechExpo & Hackathon'24.

Pre-University – Electronics

Ramnarain Ruia College, Mumbai

2021 – 2023

HSC · A grade · Electronics

Sahil Rane साहिल राणे