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erzer12/README.md

Hi πŸ‘‹, I'm Harshil P

πŸ“« harshilp1234@gmail.com β€’ πŸ”— LinkedIn β€’ πŸ’» GitHub β€’ 🌐 Portfolio


πŸ‘¨β€πŸ’» About Me

Final-year B.Tech CSE (AI & ML) undergraduate with a strong interest in applied and emerging technologies. Focused on artificial intelligence, machine learning, and practical software development β€” building real projects, participating in hackathons, and gaining hands-on experience solving real-world problems.


πŸŽ“ Education

College of Engineering Kottarakkara, Kerala πŸ“˜ B.Tech in CSE (Artificial Intelligence & Machine Learning) β€” CGPA: 7.77 / 10 (Distinction) πŸ“† 2023 – 2027


πŸ’Ό Experience

Frontend Intern 🏒 MuLearn Foundation β€” Hybrid πŸ“† Jan 2026 – Jun 2026 Β· 6 months

  • 🌐 Built responsive frontend features for the MuLearn dashboard using Next.js and React, serving 60,000+ users across the developer community.
  • 🧩 Developed reusable UI components with Tailwind CSS and Zustand, establishing a scalable state management architecture across the application.
  • ⚑ Integrated RESTful APIs via TanStack Query, reducing load times by 30% and improving data caching efficiency.
  • Tech Stack: Next.js React TypeScript JavaScript Tailwind CSS Zustand TanStack%20Query

🌍 Open Source

Contributor β€” Festive.js 🏒 Inovus Labs Β· Hacktoberfest 2025 πŸ“† Oct 2025

  • Developed configurable themes and optimized core SDK behavior for Festive.js, a lightweight JavaScript library for dynamic seasonal website overlays.
  • Merged multiple PRs collaborating with maintainers; recognized as Top Contributor in the MuLearn Community during Hacktoberfest 2025.
  • Tech Stack: JavaScript HTML5

πŸ’‘ Projects

🀟 SignStream – Real-Time Browser-Based Sign Language Recognition Β· GitHub Β· Demo Β· Mar 2026

  • Built a browser-based ASL recognition app with live caption buffering and optional text-to-speech (Web Speech API) for accessibility.
  • Trained a bidirectional GRU (BiGRU) classifier on 16-frame MediaPipe hand-landmark sequences using WLASL (top-100) plus ASL alphabet data (129-class vocabulary); achieved 97.2% Β± 0.25% top-1 accuracy (5-fold stratified CV).
  • Deployed a fully client-side inference pipeline using MediaPipe and ONNX Runtime Web (no backend inference), enabling real-time predictions and caption display in the browser.
  • πŸ“„ Research paper presented at NCMASE-26 (Mar 2026): "SignStream: A Client-Side Real-Time Browser-Based Sign Language Recognition System"
  • Tech: PyTorch GRU MediaPipe ONNX%20Runtime%20Web NLP JavaScript

🧠 Zen – AI Mental Health Companion Β· GitHub Β· Demo Β· Jan 2025

  • Developed an AI-powered mental health chatbot with emotion detection, RAG-based knowledge retrieval from 21 clinical psychology PDFs, and interactive wellness tools (breathing exercises, grounding prompts).
  • Built embedding-based retrieval using FAISS + Sentence Transformers, grounding LLM responses in evidence-based clinical material.
  • Orchestrated Meta-Llama-3-8B-Instruct via Hugging Face Inference API; reduced unsupported responses to ~5% using j-hartmann/emotion-english-distilroberta-base.
  • Tech: PyTorch Hugging%20Face FAISS Sentence%20Transformers RAG Gradio Llama%203

🌍 Historical Risk Explorer – NASA Space Apps 2025 Β· GitHub Β· Oct 2025

  • Built an interactive Streamlit data visualization platform for global environmental datasets with real-time risk probability analysis.
  • Improved risk assessment exploration speed by 15% through interactive data streams; led team to Global Nominee selection among thousands of worldwide NASA Space Apps submissions.
  • Tech: Python Streamlit Geospatial%20Analysis Data%20Visualization

πŸ€– HR Agent – AI-Powered Hiring Automation Β· GitHub Β· Sept 2025

  • Built a full-stack recruiting automation platform where users paste a job description, upload PDF resumes, and receive AI-ranked candidates β€” then schedule interviews and send confirmation emails, all from a single UI.
  • Architected a Flask REST API backend with a CrewAI agent/crew orchestration layer handling resume parsing, scoring via Google Gemini, and structured candidate ranking.
  • Integrated Google Calendar API for real-time slot discovery and event creation (with Google Meet), and SMTP/Gmail for automated interview confirmation emails.
  • Frontend built with React + Vite + Tailwind CSS, proxying /api calls to Flask; includes a Dev Mode for mocked behavior without external APIs.
  • Tech: Python Flask React Vite TypeScript Tailwind%20CSS Google%20Gemini CrewAI Google%20Calendar%20API PyPDF2 SMTP
πŸ“¦ Other Projects
Project Description Tech Stack
HireMind Job search & HR assistant platform JavaScript, CSS, HTML
NewsHunt-bot Automated bot for collecting and distributing the latest news articles Python
Portfolio Personal developer portfolio site TypeScript, CSS
AI-Based-Network-Intrusion-Detection-System Demonstration of use of ai and ml in security attacks Python
Product Dashboard Product-daskboard: a clean, data-driven dashboard to track KPIs at a glance Javascript, TypeScript, CSS

πŸ† Achievements & Publications

  • 🌍 NASA Space Apps Challenge 2025 β€” Global Nominee β€” selected among the top global submissions across thousands of international teams.
  • πŸ“„ Research Paper β€” "SignStream: Real-Time Browser-Based Sign Language Recognition via On-Device Inference", NCMASE-26, Mar 2026. Β· Certificate
  • πŸŽƒ Hacktoberfest 2025 β€” Top Contributor (MuLearn Community) β€” recognized for significant open-source contributions.
  • 🟩 Campus Mantri β€” GeeksforGeeks (Jan 2026 – Present) Β· Profile β€” organized a Campus Awareness Drive reaching 200+ students, growing campus participation in competitive programming.

πŸ“œ Certifications


🧰 Technical Skills

Languages & Frameworks

Python JavaScript TypeScript React Next.js Flask Gradio Streamlit

ML / DL / GenAI

PyTorch TensorFlow Scikit-learn OpenCV Hugging%20Face RNN%2FGRU Transformers RAG FAISS Sentence%20Transformers Fine--tuning Prompt%20Engineering ONNX MediaPipe CrewAI

DevOps & Tools

Docker GCP Git MongoDB PostgreSQL Firebase CI%2FCD Vercel Render Tailwind%20CSS Zustand TanStack%20Query


πŸ”— Links

Pinned Loading

  1. Signstream Signstream Public

    Client-side real-time sign language recognition (SRL) with MediaPipe landmarks, SignGRU, and ONNX β€” plus personal fine-tuning.

    Jupyter Notebook 3 3

  2. Zen Zen Public

    Python

  3. historical-risk-explorer historical-risk-explorer Public

    Python

  4. hr-agent hr-agent Public

    Python

  5. Portfolio Portfolio Public

    TypeScript

  6. AI-Based-Network-Intrusion-Detection-System AI-Based-Network-Intrusion-Detection-System Public

    Python