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Software Architect · Web, Field Data & AI|Available for Q4 Engagements

Shobhit Kumar Prabhakar · GeekLord

Complex challenges. Dependable systems.

Engineering dependable web applications, complex SurveyCTO/ODK field data architectures, and practical agentic AI workflows for teams with demanding requirements.

Why work with me →

I take direct personal responsibility for mission-critical software. Over 20 years, I’ve engineered sub-second web platforms, offline-first field data instruments in 12+ countries, and practical AI systems that deliver verified business outcomes without hallucinating.

20+
Years Engineering Craft
850+
Web Platforms Delivered
600+
Field Data Instruments
12+
Countries Deployed
Practice Areas & Technical Capabilities

Core Engineering Practices

Focused consulting and implementation in three primary domains, backed by two decades of full-stack delivery and verifiable standards.

View Full Services Overview →
01 // PRACTICEField Data Systems

SurveyCTO & ODK Field Data Architecture

Fault-tolerant mobile data collection instruments, complex XLSForm logic, and automated supervisor auditing for global research operations.

Core Deliverables:
  • ✓High-complexity XLSForm architecture with nested repeat groups and calculation logic
  • ✓Multi-language survey instruments (English, Hindi, Swahili, French, Arabic)
  • ✓Automated data quality auditing algorithms and anomaly detection pipelines
02 // PRACTICEWeb Platforms

Full-Stack Web Engineering & Platform Modernization

High-performance web applications, accessible editorial portals, and resilient headless CMS platforms built for long-term maintainability.

Core Deliverables:
  • ✓Modern Astro, Next.js, and React web applications with sub-second page delivery
  • ✓Custom PHP/WordPress architectures engineered without bloated page-builder dependencies
  • ✓REST & GraphQL API design, database modeling, and third-party integrations
03 // PRACTICEAI Systems

Practical AI Workflows & Autonomous Agents

Grounded LLM applications, retrieval-augmented research assistants, and deterministic agentic pipelines with verifiable evaluation boundaries.

Core Deliverables:
  • ✓Grounded RAG (Retrieval-Augmented Generation) pipelines with citation verification
  • ✓Multi-step autonomous agent workflows with human-in-the-loop review checkpoints
  • ✓Structured extraction pipelines converting unstructured PDFs/documents to verified JSON
Supporting Technical Infrastructure

Cloud DevOps & Secure Infrastructure

Supporting

Hardened cloud servers, automated CI/CD deployment pipelines, and zero-downtime maintenance.

AWSGCPDockerLinuxGitHub ActionsNetlifyNginx

Performance Engineering & Technical SEO

Supporting

Sub-second Core Web Vitals optimization, semantic structured data, and search discoverability.

Core Web VitalsLighthouseJSON-LDVite OptimizationEdge Caching
How Systems Are Built

System Architecture Explorer

Explore how field data instruments, web applications, and AI pipelines work step-by-step—from initial input to reliable results.

Sequential Process FlowOperational Field Pipeline
01 // Data Collection

Offline Mobile Capture

Surveyors in the field collect responses without internet access. Forms enforce complex skip patterns, GPS coordinates, and language switching directly on the device.

SurveyCTO / ODK→
02 // Data Integrity

Immediate Validation

Mathematical and logical checks run as respondents answer, catching contradictory or impossible values before data leaves the field.

calculate / constraints→
03 // Quality Control

Automated Daily Audits

Automated Python pipelines verify enumerator pacing, flag suspicious completion times, and analyze audio checks to catch problems early.

Python Data Pipeline→
04 // Clean Delivery

Research Lake & Reports

Validated data syncs into secure databases with personal details protected, delivering clean datasets and supervisor discrepancy reports daily.

Clean Research Lake→
Architecture verified across 20+ years of software delivery.
Explore this service→
Agentic Systems & Real-World AI

Moving Beyond Prototypes to Verifiable Agentic Workflows

As a Nebius-Certified Agentic AI Builder & Leader, I design production AI systems that perform real work safely. I anchor models directly to your private source documents and enforce strict safety guardrails so the system never invents facts or executes unapproved actions.

01 // WORKFLOW AUTOMATIONAutonomous Agents

Tool-Augmented Autonomous Agents

Autonomous agents connected to real-world APIs, SQL/NoSQL databases, and live web search tools (Tavily) for multi-step reasoning, calculations, and execution.

Plain-Language Outcome

Automates repetitive multi-step procedures (such as report generation, database cross-checks, or research briefs) without human bottlenecks, maintaining full audit trails.

Technical Specs: Tool Calling · Schema Validation · API Connectors
02 // VERIFIED ANSWERSZero Hallucination

Grounded Knowledge & RAG Pipelines

Hybrid semantic search (combining concept-based vectors with exact keyword matching) that anchors answers strictly to your company’s verified documents.

Plain-Language Outcome

Your team and clients receive instant, accurate answers with exact clickable citations from your private manuals, reports, and catalogues—stopping AI hallucinations.

Technical Specs: Vector Embeddings · BM25 Search · Citation Checks
03 // BUDGET & SAFETYDeterministic Guardrails

Evaluation Benchmarks & Cost Control

Deterministic guardrails and systematic evaluation suites that compare model costs, enforce output safety, and prevent vendor lock-in.

Plain-Language Outcome

Prevents surprise monthly bills and ensures long-term stability. If an AI vendor changes pricing or terms, your system can switch providers with zero code rewrite.

Technical Specs: Guardrails · Benchmark Scoring · Cost Optimization
Engineering Stance

"We don't build toys; we engineer systems that operate reliably in production."

Whether integrating automated data verification into field research surveys or building conversational intelligence with custom tools, craft and precision lead every line of code.

Shobhit Kumar Prabhakar — Software Architect
Shobhit PrabhakarFounder, Cyber Mitra Solutions · GeekLord
Independent Engineering Practice

Engineering for durability, not just the launch.

I’m Shobhit Kumar Prabhakar (widely known in technical communities as GeekLord). As an independent systems architect and founder of Cyber Mitra Solutions, I take direct responsibility for complex software from initial schema design to production reliability.

My practice spans two rigorous disciplines: high-availability web platforms with sub-second performance, and offline-first field data instruments deployed for international research programs across 12+ countries. In both domains, the priority is dependable execution that prevents failure under real-world conditions.

“
Shobhit designed and maintained our mission-critical training booking platform with extraordinary attention to performance, security, and uptime. Over 15 years, his technical stewardship has been exemplary and dependable.
Peter Souters — Director, Souters Training (London)
Verified Technical Standards

Verified Credentials & Quality Standards

Digital certifications in Agentic AI architectures and legal AI, alongside rigorous engineering foundations.

View complete academic record on About →
Nebius Agentic AI Builder Certification✓ Verified
Nebius Academy• Intermediate

Nebius Agentic AI Builder Certification

Official Credly ID: 68270912-06ac-42...

Validates professional capability to architect and build end-to-end agentic AI workflows, RAG pipelines, fine-tuning techniques, and tool-augmented autonomous agents with live web search (Tavily), vector databases, and token management via Nebius Token Factory.

AI AgentsGenerative AIRAG Pipelines
Verify ↗
Nebius AI Leader Certification✓ Verified
Nebius Academy• Foundational

Nebius AI Leader Certification

Official Credly ID: 90080792-8f6a-4f...

Validates expertise in defining enterprise AI product strategy, evaluating AI model architectures and infrastructure vendors, balancing performance vs cost vs risk, controlling AI outputs, and aligning AI initiatives with mission-critical organizational objectives.

AI StrategyPrompt EngineeringControlling AI Outputs
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Prompt Design in Vertex AI Skill Badge✓ Verified
Google Cloud• Foundational

Prompt Design in Vertex AI Skill Badge

Official Credly ID: c93f7b4e-c037-4d...

Google Cloud skill badge earned by passing a hands-on challenge lab: prompt engineering, image analysis and multimodal generative techniques in Vertex AI, applying Gemini models to real-world marketing scenarios.

Prompt EngineeringVertex AIGemini APIs
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Harvey Level 1 Legal Engineer✓ Verified
Harvey Academy• Foundational

Harvey Level 1 Legal Engineer

Official Credly ID: 83820826-787a-4a...

Validates the foundational legal-engineer skill set: identifying legal-specific AI risks, translating how LLMs and agents work for legal teams, matching AI product surfaces to practice areas, and driving adoption through facilitation and change management.

Legal AIChange ManagementProcess Design
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Harvey Level 1 Foundations✓ Verified
Harvey Academy• Foundational

Harvey Level 1 Foundations

Official Credly ID: 50667369-7550-43...

Foundational AI literacy for legal work: evaluating AI output with professional judgment, designing extraction prompts for consistent results, analysis with Harvey Review Tables, and a rigorous verification framework for AI-generated output. Earned by completing AI for Legal Basics and AI Analysis for Legal Workflows plus a scenario-based capstone.

Legal AnalysisInformation ExtractionContract Review
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Anthropic · Claude Academy · October 2026

15 Claude Academy course completion badges

Claude Code 101, Claude Platform 101, Model Context Protocol, Claude Cowork and the complete AI Fluency series.

View & verify all →
Quality ControlSix Sigma White BeltThe Council for Six Sigma Certification (CSSC)
Technical Foundation3x GATE Qualified (IT)Administered by IIT Bombay, Kharagpur & Kanpur
Academic DegreeB.Tech in Information TechFirst Division Honors • Engineering Faculty
Direct Consultation

Have a complex technical challenge?

Whether you need an offline-resilient field survey instrument, a high-throughput web application, or a source-grounded AI pipeline—I bring over 20 years of hands-on systems architecture to the table.