Ritika Shrestha

Software Engineer

Building at the intersection of AI and full-stack engineering.

About

Hi, I'm Ritika — I just completed my bachelor's in Computer Science and Mathematics at Denison University. Last summer, I interned as a software engineer at TransCore, where I worked with my team to build an AI-powered customer service chatbot. We used large language models such as LLaMA, Mistral, and Qwen, combined with retrieval-augmented generation, and deployed the system on Google Cloud virtual machines to automate FAQ responses and toll-processing inquiries.

Recently, as a Cornell Tech fellow, I also worked on a project with Nestlé to identify flavor trends among consumers and predict future market demands. This experience sparked my interest in building automation solutions that improve efficiency and enhance the user experience.

Experience

  1. Apr 2026 — Present

    Handshake AI Fellow · Handshake

    • Architect and execute vibe-coding software projects from scratch via natural language, exercising high agency over a 5-phase GitHub workflow to define tasks, engineer evaluation rubrics, and benchmark four distinct AI models
    • AI
    • LLMs
    • Vibe Coding
    • GitHub
  2. 2025 — 2026

    AI Fellow · Breakthrough Tech AI · Cornell Tech

    • Fellow in competitive AI Program for 2025-26 to develop technical skills in AI that includes Machine Learning coursework with Cornell faculty, experiential learning experiences, and mentorship from industry professionals
    • Machine Learning
    • AI
  3. Summer 2025

    Software Engineer Intern · TransCore

    • Developed AI-powered Customer Service Representatives chatbot using Llama-3.2-vision + RAG and Ollama, hosted on cloud virtual machines to automate FAQ responses and toll-processing inquiries
    • Explored prompt engineering techniques for tone-aware responses and fine-tuned Qwen model to improve performance
    • RAG
    • Ollama
    • LLMs
    • Prompt Engineering
  4. 2024 — 2025

    Software Engineer Intern · Real AI Dynamics (RAID)

    • Design and implement a scalable AI-powered recommendation system for micro SaaS platforms
    • Assist in hosting AI workshops as an educator, creating educational content, and delivering presentations
    • AI
    • Recommender Systems
    • Python
  5. 2022 — 2026

    Junior Software Engineer · Denison IT Web Services

    • Collaborate with a team to upgrade and maintain university's official website using Drupal, Vue.js, and Twig, and automate development workflow using CI/CD in GitLab
    • Enhance website interface by implementing user-centric UX designs and developing custom modules to improve website search functionality, resulting in a 25% increase in user engagement
    • Vue.js
    • Drupal
    • CI/CD
    • GitLab
  6. 2024

    Teaching Assistant · Denison Computer Science Dept.

    • Assisted Computer Science students in understanding class content and completing assignments, and collaborated with professor to develop comprehensive course structures which contributed to a 30% improvement in student grades
    • Teaching
    • Mentorship

Projects

01★ Featured

Blueberry Mart

  • .NET 8
  • React Native
  • GCP
  • BigQuery

A full-stack grocery commerce app with role-based access, real-time inventory analytics, tiered memberships, and eSewa payments — backend on Google Cloud Run, admin portal on Firebase.

View case study
02★ Featured

Little AI Helper

  • TypeScript
  • React
  • Vite
  • Manifest V3

Built an AI-powered Chrome extension that autofills job applications, generates tailored answers and cover letters from your resume, and flags visa-sponsorship requirements — backed by Gemini and a Cloud Run → Vertex AI proxy.

View case study
03★ Featured

Jobbie

  • C#
  • .NET 8
  • gRPC
  • Kafka

A job-posting platform helping students find internships. Five C#/.NET 8 microservices communicating over gRPC, HTTP & Kafka, containerized with Docker and deployed on Azure Kubernetes.

View case study
04★ Featured

Flavor Radar — Nestlé

  • Python
  • RoBERTa
  • NLP
  • Logistic Regression

A sentiment-driven flavor trend predictor analyzing 14M Amazon reviews with RoBERTa + TF-IDF, ranking emerging trends to guide data-driven R&D.

View case study
05★ Featured

Branch

  • Django
  • React Native
  • TensorFlow
  • AWS

A plant-focused social app with smart watering reminders — TensorFlow image classification for plant ID and Arduino humidity sensors feeding real-time data.

View case study
06

Style Board

  • Next.js
  • MongoDB
  • Tailwind
  • TypeScript

A Next.js social shopping app to browse clothing, discover outfit inspiration, and shop the exact products people post.

View case study
07

Dancing Robot

  • Arduino
  • C++
  • Robotics
  • Sensors

An Arduino-powered robot that walks and dances — coordinating multiple sensors and servo motors with embedded C++.

View case study

← scroll · click a project for the full case study

Skills

Languages

  • C#
  • Python
  • TypeScript
  • JavaScript
  • C++
  • SQL
  • PHP
  • R

Frameworks

  • React Native
  • Next.js
  • Node.js
  • Django
  • .NET
  • Vue.js

Infrastructure

  • Docker
  • Kubernetes
  • Azure
  • AWS
  • CI/CD
  • gRPC
  • Kafka

AI / ML

  • TensorFlow
  • RAG
  • RoBERTa
  • Ollama
  • LLMs

Involvement

  1. Oct 2025 — Present

    Chair of Cultural Events · Nepalese Student Association

    • Designed and promoted a multi-faceted program featuring traditional dance, music, and cuisine, increasing campus engagement with Nepalese culture by 40% compared to prior years
  2. Oct 2022 — Present

    Member · Women in Math and Computer Science

    • Fostered inclusivity and diversity within the STEM community by actively participating in club initiatives, promoting equal representation and support for underrepresented groups in math and computer science
  3. Apr 2025 — Present

    Member · Society of Women Engineers

    • Participated in annual Society of Women Engineers conference, connecting with global engineering professionals, engaging in technical workshops, and exploring innovations across disciplines

Honors & Awards

  • Pi Mu EpsilonMar 2025
    Denison UniversityInternational Honor Society for Mathematics
  • Upsilon Pi EpsilonFeb 2025
    Denison UniversityHonorary Society for Computing & Information Disciplines
  • Forbes B. Wiley Award2025
    Denison Mathematics Dept.Awarded for outstanding achievement in mathematics
  • Dean's List2022 — 2026
    Denison UniversityMaintained GPA of 3.79 / 4.00 throughout degree

Contact

Let's connect

Open to software engineering & AI roles. The fastest way to reach me is email — or grab my résumé below.