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Available for AI engineering roles · Bengaluru, KA

Sarika
Shirolkar

AI Engineer

Building AI systems that actually work.

Sarika Shirolkar
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Milestones.

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Adaptive Memory Agent + Kisan Mitra

At HackMarch 2.0, I built an Ebbinghaus-inspired adaptive memory agent that adjusts revision schedules based on how a learner forgets. The project combined a FastAPI backend, SQLite storage, a Streamlit dashboard, n8n automations, Telegram reminders, and AI-generated quiz/chat support.

At the Databricks Hackathon, I worked on Kisan Mitra, a chat-first AI assistant for farming families. It handled crop advisory and scholarship discovery, with matching logic built around Delta Lake, Spark SQL, and Databricks workflows.

FastAPIStreamlitn8nTelegramDatabricksSpark SQL
Trajectory

Intern/Work Experience

The parts of the work I actually touched, not just the job titles.

Oct 2025 - Present

AI Engineer, AI Workflow Automate

AI agents and product engineering
  • Building voice-agent and automation systems that need to work outside demos: phone calls, calendars, structured outputs, and handoffs.
  • Owning the messy middle between prototype and product: prompts, backend glue, deployment, testing, and iteration.
  • Setting up evaluation loops so failures become visible instead of getting hidden in chat transcripts.
Mar 2025 - Sep 2025

Software Engineer, AI Workflow Automate

Cloud and AI infrastructure
  • Deployed backend services on Azure Linux VMs and tightened the basics: environment config, logs, monitoring, and rollback-friendly releases.
  • Used AI-assisted development where it saved time, while keeping manual review and testing in the loop.
Jul 2025 - Sep 2025

AI & ML Intern, Bharat Electronics Limited

Computer vision
  • Worked on object-detection pipelines for difficult visual conditions, using custom annotations and YOLOv8 experiments.
  • Focused on model behavior under real constraints: accuracy, latency, and failure cases.
Apr 2025 - Sep 2025

Project Intern, IEEE IAMPro'25

Research to publication
  • Turned the autonomous-vehicle object-identification project into a first-author IEEE conference paper.
Build Log

Projects

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Toolkit

Skills & Techstack

AI / ML & Deep Learning

LLMsTransformersCNNsYOLOv8Object DetectionFine-tuningModel EvaluationError Analysis

Agentic AI & LLM Tooling

LangChainn8nRetell AIPrompt EngineeringRAGStructured OutputsTool-use Agents

Programming

PythonSQLJavaCJavaScriptTypeScript

Cloud & Production

Azure (VMs, App Service, Blob)LinuxDockerDatabricksDelta LakeMLflow

Frameworks & Libraries

scikit-learnTensorFlowKerasOpenCVFastAPIStreamlitPandasNumPy

Data & Tools

MySQLMongoDBSQLiteSpark SQLPower BIGitChrome Extension Dev
Let's build together

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let's build something!

© 2026 Sarika Shirolkar · sarika.aiworkflowautomate.com