published by vamsiramakrishnan

50 listings on this page, in order of arrival. Each one has its own page with README, repository facts and source links.

1. Program Impact Evaluation Agent ★ 3
   Multi-level impact evaluation across Kirkpatrick L1-L4 with automated data collection. Behavioral change tracking through 360-degree feedbac
2. PPC Bid Management Agent ★ 3
   Daily automated bid optimization with quality score prediction and dayparting models. Gemini interprets competitive auction dynamics and exp
3. Price Variance Analyzer ★ 3
   Statistical process control on price trends detects drift and off-contract pricing weekly. LLM investigates variances by correlating with EC
4. Paid Media Optimizer ★ 3
   Gemini diagnoses why campaign performance degraded by reading ad copy, landing pages, and competitive landscape for root cause analysis. Cre
5. Payroll Reconciliation & Compliance Agent ★ 3
   Automated payroll reconciliation with variance detection and root cause analysis. Multi-jurisdiction compliance validation engine with regul
6. Policy Compliance Scanner ★ 3
   100% transaction scanning replaces manual sampling for complete coverage. Gemini interprets exceptions in context — high-cost city travel vs
7. PIP Documentation Assistant ★ 3
   Legally-reviewed PIP template generation with SMART milestones and clear expectations. Automated progress tracking with structured evidence
8. Portfolio Prioritization Engine ★ 3
   Gemini reads all project proposals in natural language and identifies initiative overlap with estimated savings from consolidation. Monte Ca
9. PDP Content Quality Agent ★ 3
   Lift PDP content completeness score from 67% to 96% and PDP conversion rate from 2.1% to 3.0% by scanning every product_catalog_entries reco
10. Procurement Maturity Assessor ★ 3
    NLP analyzes free-text survey responses to extract qualitative pain points alongside quantitative scoring. Benchmarks against Hackett/CAPS f
11. PM Schedule Optimization Engine ★ 3
    Cross-reference every preventive maintenance task in IBM Maximo's maintenance_work_orders and asset_registry_entries against failure_codes a
12. Peer Benchmarking Agent ★ 3
    Automated peer data collection and ratio calculation across 30+ metrics with percentile ranking. Gemini contextualizes gaps — distinguishes
13. Periodic KYC Review Orchestrator ★ 3
    Clear the periodic KYC review backlog in Fenergo CLM by risk tier and due date, auto-completing evidenced no-change reviews and escalating p
14. Premium Delinquency Outreach Agent ★ 3
    Lift the Cure rate before cancellation KPI from 54% to 81% by nightly scoring every past-due billing_accounts record in BigQuery on self-cur
15. Procurement Policy Assistant ★ 3
    RAG over procurement policies with conversational Q&A and direct citations. LLM navigates complex delegation of authority rules — 'software
16. Promo Forecast Accuracy Analyzer ★ 3
    Decompose event-level promo lift in demand_forecasts into true incremental, cannibalized, and pulled-forward volume using elasticity_models
17. Procurement KPI Dashboard ★ 3
    Automated daily KPI calculation with threshold-based alerting on significant changes. LLM generates narrative digests explaining root causes
18. Quality Incident Analyzer ★ 3
    LLM reads inspector narratives: 'surface finish appears rough with visible tool marks — possible worn tooling or incorrect feed rate' and re
19. Relationship Health Analyzer ★ 3
    LLM interprets qualitative signals: supplier account manager response times shifted from same-day to 3-4 days, and their VP of Sales attende
20. Reserve Adequacy Analyzer ★ 3
    Continuously reconcile claims, claim_exposures, and reserve_lines from Guidewire ClaimCenter into BigQuery loss triangles, score chain-ladde
21. Reserve Development Early Warning Monitor ★ 3
    Cut the share of claims with late reserve strengthening from 23% to 7% of open inventory by detecting reserve-adequacy gaps within 5 days of
22. Regulatory Complaint Response Agent ★ 3
    Assemble the complete DOI complaint file from Guidewire PolicyCenter policies, policy_quotes, and underwriting_submissions plus Zendesk corr
23. Requisition Prioritization Agent ★ 3
    AI-driven priority scoring based on business criticality, time-to-fill risk, and projected revenue impact. Smart recruiter-requisition match
24. Revenue Forecasting Agent ★ 3
    Win rate regression by deal size, stage, and segment provides statistically rigorous baseline. Gemini reads deal notes to downgrade stale op
25. Recognition Program Analytics Agent ★ 3
    Recognition pattern analytics across organizational dimensions and time periods. Equity gap detection by team, demographic, and level with r
26. Recognition Nudge & Celebration ★ 3
    Proactive nudges to managers with low recognition activity. Auto-generated milestone celebrations and personalized notes. so the Manager can
27. Restructuring Impact Assessment Agent ★ 3
    Automated role-to-role mapping using an enterprise skills taxonomy to identify transferability and overlap. Multi-scenario impact modeling a
28. Rolling Forecast Engine ★ 3
    Time-series models auto-refresh monthly with statistical confidence intervals on every line. Gemini interprets earnings calls, pipeline note
29. Reference Architecture Generator ★ 3
    Gemini retrieves relevant patterns, templates, and cost benchmarks from prior implementations. LLM reasons about component selection, trade-
30. Redline Comparison Agent ★ 3
    Gemini performs semantic diff — understanding that 'best efforts' to 'commercially reasonable efforts' is a meaningful commitment reduction.
31. RFx Builder & Orchestrator ★ 3
    Gemini reads a 15-page requirements document and drafts tailored evaluation criteria — adapting language to category complexity. LLM generat
32. RAN Parameter Optimization Agent ★ 3
    The agent scores per-cluster performance_counters and network_alarms against historical_metrics baselines to identify the worst-offending ti
33. Review Cycle Orchestration Agent ★ 3
    Automated cycle launch with role-specific timelines and milestones. Real-time completion dashboards with drill-down by org unit. so the HR O
34. Rate Indication Preparation Engine ★ 3
    Assemble state/line rate indications from Verisk ISO ERC loss_cost_benchmarks, BigQuery earned premium and loss trend data, and prior filing
35. Regulatory Compliance Tracker ★ 3
    RAG pipeline over regulatory corpus retrieves relevant rules and maps them to affected supplier categories automatically. LLM interprets new
36. Roaming Settlement Reconciliation Engine ★ 3
    Reconcile every inbound and outbound roaming usage_records and rated_events entry against partner agreements and the current IOT rate table
37. Renewal & Expiry Monitor ★ 3
    Gemini generates renewal briefs synthesizing OTIF trends, market pricing shifts, and contract terms into actionable recommendations. LLM ide
38. Risk Assessment Agent ★ 3
    Gemini synthesizes quantitative risk scores with qualitative signals from multiple data sources. Correlation analysis identifies risk cluste
39. Regulatory Change Monitor ★ 3
    Continuous monitoring across Bloomberg Tax, CCH, and regulatory feeds ensures zero regulatory surprises. Gemini reads new regulations and as
40. Resume Screening & Shortlisting ★ 3
    Deep reasoning over resumes, portfolios, and GitHub profiles. Ranked shortlists based on competency-to-role mapping. so the Recruiter can mo
41. Revenue Recognition Engine ★ 3
    Gemini reads complex contract language and applies the ASC 606 5-step model with cited guidance. ML-based SSP estimation uses current transa
42. Requisition Intake & Validation ★ 3
    Conversational intake auto-populates from workforce plan. Real-time budget validation via Finance API integration. so the Recruiter can move
43. Release Notes Generator ★ 3
    Gemini transforms commit messages and Jira tickets into user-facing release notes with business context. Breaking change detection catches A
44. Renewal Risk Requalification Agent ★ 3
    Requalifies every in-force renewal 90 days before expiration_date by reconciling current risk_reports, mvr_records, and prefill_datasets aga
45. Regulatory Emissions Reporting Agent ★ 3
    Aggregate emissions_readings and permit_records from Sphera EHS with sensor_readings from the OSIsoft PI System daily so the Environmental C
46. Revenue Leakage Detection Analyzer ★ 3
    Reconcile usage_records, rated_events, and billing_accounts nightly at full volume so the Revenue Assurance Analyst can cut revenue leakage
47. Returns Abuse Analyzer ★ 3
    Cut Return fraud loss from 1.9% of online sales to 0.7% by building a real-time cross-channel return-behavior graph across online_orders, ca
48. Regulatory Change Monitor ★ 3
    Gemini scans regulatory feeds weekly and filters for changes relevant to the organization's IT operations. LLM maps new requirements to exis
49. Risk Register Agent ★ 3
    Gemini continuously monitors KRIs and automatically detects risks trending toward threshold breach. LLM contextualizes risk score changes wi
50. Requisition Intake & Smart Routing ★ 3
    LLM interprets colloquial requisition descriptions and resolves to specific materials, suppliers, and contracts. NLP classification detects