Sarita Singh

Sarita Singh

As an AI Engineer, I am driven by a deep ambition and determination to master complex challenges, always applying a logical and structured approach to problem-solving. I thrive on collaborating with others to develop innovative, pragmatic solutions that push the boundaries of technology and deliver tangible impact.

Open to

Bangalore · Hyderabad · Pune

Work style

On-site

Availability

Available in 30 days

Contact details — on requestProof of Work — on request

Experience

Intel Corporation

AI Engineer

Intel Corporation · Oct 2023 – Present

Not yet confirmed
  • GenAI Agentic Debug Tool: Architected a multi-agent agentic harness (GPT-4 + Microsoft AutoGen, 5 agents: RAG, RCA, image/text analysis, summarizer) delivering net-new GenAI root-cause analysis at >80% accuracy; adopted by ~100 engineers across 4 teams (BIOS, SysDebug, integration, validation), cutting a ~500-ticket backlog by ~20%/week.
  • Deployed the GPT-4 backend on Azure OpenAI in a secure hybrid-cloud topology (VNet, private endpoints, internal DNS); built the RAG pipeline over debug logs/BKMs and a RESTful server-client architecture integrating JIRA/HSDE APIs and Jenkins CI.
  • Copilot Platform Debug Agent: Designed and shipped an inner-source GitHub Copilot agent + skills library delivering AI-powered root-cause analysis via a custom agentic harness that orchestrates 4 MCP server integrations (HSDE, JIRA, Wiki, co-design) for autonomous ticket fetching, similarity search, and BKM lookup across Intel 10 platform families.
  • Cut the 10-engineer SysDebug team's platform-ticket backlog by 35%; built a curated BKM knowledge base (automated OneNote/wiki -> Markdown pipeline) with single-command, zero-admin onboarding.
  • Smart IFWI (Integrated Firmware Image) Regression Engine: Sole owner of full lifecycle architected a Python tool (GUI + CLI) for firmware regression isolation with a Claude AI advisor correlating defect-ticket context with binary diffs to surface root-cause components.
  • Reduced investigation time from ~109 min to ~6 min (100+ engineering hours/quarter); shipped as a zero-dependency Windows .exe with concurrent HSDE/Jira ingestion via MCP, adopted across 5 teams (50+ engineers).
  • Automated PythonSV Installer: Windows tool provisioning Intel PythonSV debug environments across 6 platforms; cut setup from ~30 to ~5 min (83%) with a two-tier Claude recovery pipeline, deployed organization-wide.
  • Deep Learning Log Anomaly Detection: Trained a CNN-LSTM model at 99.19% accuracy on an imbalanced dataset for first-level log triage, saving the SysDebug team ~8 engineering hours/day; auto-generates reports with linked HSDE/Jira defect IDs.
  • Deployed as a Dockerized Flask app behind NGINX/SSL with MongoDB and Docker CI/CD.
Intel Corporation

Software Developer

Intel Corporation · Oct 2023 – Present

Not yet confirmed
  • Built a GenAI agentic tool (Python, AutoGen, OpenAI API, MySQL, REST API, RAG, JIRA/HSDE, Jenkins) for automated debugging and log analysis, featuring collaborative agents, modular architecture, and multithreading for scalable ticket resolution.
  • Achieved 80%+ confidence in component identification and documented workflows with Mermaid diagrams.
  • Also developed a deep learning log analysis tool (Python, TensorFlow, Keras, Flask, MongoDB, Docker) with a CNN-LSTM model (99.19% accuracy), data augmentation, and a Flask web app for auto-triage and user management.
Intel Corporation

Software Developer Intern

Intel Corporation · Jul 2022 – Jun 2023

Not yet confirmed
  • • Worked on FlexRAN fronthaul library (O-RAN 7.2x split).
  • Contributed to two releases of the software.
  • • Worked on the consumers facing bugs related to DPDK memory and several sample-app related issues like,
  • supporting bbupool + multi numerology, adding dual socket configurationsetc.
  • • Added PM counter check for PRACH packets when they had missed a timing window.
  • • Added support for virtual Numerology= 4.
Google Summer of Code

Software Development Engineer Intern

Google Summer of Code · May 2021 – Aug 2021

Not yet confirmed
  • Selected for GSoC 2021 (~8% acceptance) to integrate ScanCode into FOSSology; built a C++ IPC wrapper wired into PostgreSQL and PHP/Twig UI for SPDX license detection PR merged into main repo (link).
Google Summer of Code

Student Developer

Google Summer of Code · May 2021 – Aug 2021

Not yet confirmed
  • • Contributed and worked on the FOSSology project.
  • The task was to integrate a ScanCode Toolkit(another
  • open-source project) License and Copyright scanner into the FOSSology Project.
  • • The project included writing a C++ wrapper around ScanCode Python scripts and integrating it in the
  • FOSSology PostgreSQL database and UI written in PHP and Twig.
  • • The integration can scan for licenses, copyright and store the results in the FOSSology database.

Skills 0 proven through work

Also works with

AI Agent Tool Usage MonitoringAutoGen Framework UsageLimited Dataset HandlingCall Center Query AnalysisTechnical Knowledge SharingTechnology Trend AwarenessProblem SolvingMentoring and Peer CoachingDesign ReviewDatabase SelectionSoftware UtilizationCode ReviewProduct DevelopmentCritical ThinkingGap AnalysisCreative BrainstormingSoftware Development PracticesSelf-Directed LearningTeamworkStrategic PlanningAdaptabilityLLM-as-a-Judge EvaluationPrompt EngineeringRoot Cause AnalysisMulti-Agent System IntegrationNo-code DevelopmentA/B TestingModel Architecture SelectionDocument ChunkingMultimodal Data ProcessingModel Performance ImprovementReceiving and Incorporating FeedbackLog AnalysisAnalytical Report CreationTask AutomationML Training & Testing PipelinesLarge Language Model ConceptsAI-Assisted DevelopmentClaude CodeLow-Level System DesignTechnical Solution DesignPython DevelopmentTechnical TroubleshootingApplication DeploymentDocument ParsingContext StructuringAPI IntegrationRetrieval-Augmented GenerationLangGraph Framework UsageLangChain Framework UsageLLM Application Integration

Proof of Work

Proof of Work

Sarita shares this with people who ask. You'll hear back either way.

Education

Integrated B.Tech + M.Tech, Electronics and Communication Engineering

National Institute of Technology, Hamirpur · 2018 — 2023

Contact details

Contact details

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