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Ritika Agrawal
Ritika Agrawal
Ritika Agrawal
Ritika Agrawal

Tea over coffee, you can't change my mind.

Ritika Agrawal
Jan 2026 – Present Now
Software Developer II
Gruve · India
  • Designed full-stack observability system — metrics, distributed traces, alerting & retention strategies for the inferencing MVP
  • Deployed & managed services on Kubernetes clusters, handling control plane config and GPU-aware scheduling
  • Engineered batched model ingestion pipeline for 70B+ param models (LLaMA 3 70B) across HuggingFace, AWS S3, and other sources
  • Authored 90-case test automation framework — adopted as a shared library across multiple teams
70B param models 90 test cases shipped
Python Kubernetes Observability LLMs Pytest AWS S3
Dec 2025 – Present ✦ Volunteer
AI International Liaison Manager
AICESA · Nonprofit · Remote
  • Driving AI awareness and literacy outreach across Northern African nations including Nigeria
  • Bridging global AI communities with underserved and underrepresented regions
  • Advocating for inclusive AI education and access where emerging tech resources are scarce
AI Advocacy Northern Africa Community Nonprofit
Sep 2024 – Sep 2025
Software Developer II
AtomicAds (Adnaut) · Indore, India · Founding team
  • Drove $150K revenue growth — built Django SaaS modules with OAuth connectors for DV360, TTD & Vistar
  • Automated a 20–24hr manual ad verification workflow end-to-end, cutting ops load to near zero
  • Designed ETL pipeline backbone — adopted as foundational architecture for all subsequent pipelines
  • Built LangGraph agentic chatbot (swarm architecture) automating full campaign creation workflows
  • Deployed and monitored AWS infrastructure (RDS, Lambda, CodePipeline, CloudWatch) for 70–80 users
  • Mentored 2 interns to production readiness; owned full-stack delivery across FE, BE, and testing
$150K revenue 20–24hr process → automated
Python Django LangGraph AWS ETL Pipelines AI Agents DV360 · TTD · Vistar
Oct 2023 – Aug 2024
Software Developer
High Insight · Bhopal, India
  • Built ML forecasting models for OPEX cycle predictions integrated into SAP Analytics Cloud (SAP SAC)
  • Developed Python analytics app + JavaScript SAP module for OPEX, HR & COGS expense management
  • Led client requirements sessions — translated stakeholder needs into precise technical deliverables
Python JavaScript SAP SAC ML Forecasting ERP
May 2021 – Sep 2023
Software Engineer
Mastercard · Pune, India
  • Built Python & Java Spring Boot backends for IPM/T140 file processing with failure-aware logic
  • Engineered Java Selenium automation suite for bank onboarding UI validation (6-month rotation)
  • Authored Ansible CI/CD playbooks — cut manual deployment effort by 80–90% across new services
  • Built internal Angular tool consolidating REST API testing for the engineering team
  • Led vulnerability remediation for Mastercard Processing Europe — resolved 100+ security issues
80–90% less manual deploys 100+ vulnerabilities fixed
Python Java Spring Boot Angular Ansible DevOps Selenium

macOS · Swift

In My Face

I have ADHD. I kept missing meetings — so I built a macOS app that throws a notification directly on my screen whenever one is about to start. No hiding it, no dismissing by accident. I use it every day.

Swift macOS Notifications

Computer Vision · Python

Semi-Auto Vehicle

A CV system that lets a vehicle navigate on its own. It detects a white path in real-time, calculates the trajectory, and steers through turns — no human input needed on a defined route.

Python TensorFlow Keras Computer Vision

Multiplayer · Python

Ashta Changa

A digital multiplayer version of Ashta Changa — a centuries-old Indian board game. Two or more players, real-time, no physical board needed.

Python Multiplayer Game Dev

ML Model · Python

Hand Gesture Recognition

A TensorFlow/Keras model that classifies hand gestures from a live camera feed in real time. A clean ML pipeline from data collection to inference — point, classify, done.

Python TensorFlow Keras Computer Vision