Skip to content
View cogniera's full-sized avatar
9 followers · 3 following

Achievements

Achievement: Pull SharkAchievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull SharkAchievement: QuickdrawAchievement: YOLO

Block or report cogniera

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
cogniera/README.md
banner

Paarth Sharma

University of Waterloo

I code

streak stats

Work Experience

Role Organization Dates Summary
Software Developer IlluminexAI Sep 2026 – Dec 2026 GPU-accelerated foreign object detection systems for global airports
Ground Station Developer UW Orbital Jan 2026 – Present LSTM anomaly detection for satellite telemetry, adapted from NASA JPL's dynamic thresholding approach
ML Developer Hostalky (via Practera) Jan 2026 – Apr 2026 Doctor-patient transcript to clinical notes pipeline, 12% higher Token F1 over single-LLM baseline; cut hallucination rate 75%
Software Development Intern Sample Junction Nov 2025 – Aug 2026 LangGraph lead enrichment pipeline (Hunter.io, Apollo.io, Pinecone), 300+ profiles/month, saving 100+ hours of manual research
Open Source vLLM Aug 2026 Validated EXAONE-4.0 for deterministic inference across backends on RTX 4090/H200 NVL. PR #53839

Projects

Project Language Description Status
HyperbolicAttention JAX Hyperbolic attention layer for code, projecting Q/K onto the Lorentz hyperboloid Ongoing
InferOpt Python Semantic caching for LLM queries, 90% cost cut, 1st place at GenAI Genesis Shipped
Precursor Python Financial ML pipeline, 1.4M-row feature store, S&P 500 direction prediction Shipped
SOMA JavaScript AI-guided anatomy lessons with 3D voxel visualization Shipped

Pinned Loading

  1. Soma Soma Public

    AI-powered anatomy education platform Featuring conversational symptom triage, interactive 3D voxel muscle visualization, and narrated anatomy lessons.

    JavaScript

  2. scholarmatch scholarmatch Public

    A system for making scholarship application easier

    JavaScript 2

  3. InferOpt InferOpt Public

    LLM inference cost reduction using semantic template caching and slot filling. Built on FastAPI, Redis, and OpenAI embeddings.

    Python 1

  4. PreCursor PreCursor Public

    Precursor is a Databricks ML pipeline that ingests S&P 500 price, macro, and insider trading data to generate daily stock direction predictions via XGBoost and a Temporal Fusion Transformer, surfac…

    Jupyter Notebook