Technical Advisor · Applied AI Consultant · Product Systems Architect · GovTech / EdTech Transformation Lead
I advise, architect, and build large-scale AI, data, and digital transformation systems for government education ecosystems, institutional programs, and technology-enabled public-sector implementation.
I work as a technical advisor, AI consultant, product architect, and implementation lead across education technology, government systems, applied AI, and institutional digital transformation.
My work is not limited to writing code. I operate across the full lifecycle:
- understanding government and institutional requirements
- converting policy frameworks into implementable systems
- preparing proposals, reports, concept notes, dashboards, and technical documentation
- designing product architecture and implementation roadmaps
- guiding engineering and field teams
- building AI-enabled platforms and full-stack applications
- monitoring execution, improving workflows, and translating data into decisions
I sit at the intersection of technology, consulting, policy implementation, product design, analytics, and execution leadership.
In simpler words: I help turn complex ideas into systems that actually work in the field.
- Technical strategy for government and institutional projects
- Product architecture and platform planning
- AI/ML solution design
- Proposal writing and concept-note development
- Government-grade reports, presentations, and technical documentation
- Implementation roadmaps and monitoring frameworks
- Stakeholder-facing explanations for non-technical decision-makers
- Team guidance, review, and execution support
- Web platforms
- Mobile applications
- Dashboards and MIS systems
- Assessment engines
- Training and certification platforms
- Digital portfolio systems
- AI-enabled recommendation workflows
- Role-based institutional applications
- Analytics and reporting pipelines
- LLM-enabled workflows
- RAG and document intelligence
- OCR and structured data extraction
- Teacher assessment analytics
- Competency mapping
- AI-assisted recommendations
- Computer vision systems
- Multimodal AI products
- Data pipelines and dashboards
- Guiding developers, designers, field teams, and academic teams
- Translating stakeholder needs into technical tasks
- Reviewing implementation quality
- Coordinating product delivery
- Building systems that non-technical users can actually use
- Creating documentation that makes execution easier, not heavier
I specialize in building and leading government-scale education technology systems that convert policy priorities into measurable digital implementation.
My work spans:
- teacher competency assessment
- NPST-aligned professional growth systems
- Training Needs Assessment
- digital teacher portfolios
- school leadership workflows
- classroom observation systems
- teacher training and certification
- TLM Lab digitization
- lesson-plan repositories
- academic dashboards
- AI-enabled support systems
- evidence-based education improvement cycles
I focus on systems that survive the real world: non-technical users, weak connectivity, multilingual needs, complex reporting structures, messy field data, and high-stakes institutional decision-making.
These are major systems I have architected, developed, guided, or technically led as part of large-scale education transformation work.
| Platform | Description | My Contribution |
|---|---|---|
| SAARTHI / TCMS | Teacher Competency Management System for NPST-aligned assessment, digital portfolios, evidence tracking, dashboards, and AI-supported teacher growth pathways | Product architecture, technical leadership, full-stack development, workflow design, dashboards, implementation planning |
| Samarth Training Platform | Centralized teacher training and enablement platform for structured modules, participation tracking, certification, and training analytics | Platform design, technical architecture, workflow planning, reporting logic, implementation support |
| Manthan Teacher Assessment App | Mobile-first teacher assessment and data-capture application for TNA/TCA workflows and field-level diagnostics | Mobile architecture, assessment workflow design, data-capture logic, technical guidance |
| TLM Lab Portal | Digital extension of TLM Lab infrastructure for academic resources, teacher co-creation, innovation sharing, and continuous support | Portal architecture, content structuring, product planning, public-facing UX |
| Lesson Plan Portal | Repository of classroom-ready lesson plans, pedagogical resources, TLM-linked teaching support, and curriculum-aligned academic materials | Product architecture, repository design, content workflows, technical implementation |
I have worked on digital systems and implementation models supporting large-scale government school transformation.
Key implementation areas include:
- NPST / State Professional Standards-aligned teacher competency systems
- Teacher baseline, midline, and endline assessment workflows
- Training Needs Assessment platforms
- Digital teacher portfolios
- Self-assessment, peer assessment, classroom observation, and student feedback workflows
- Teacher training and certification platforms
- School leadership enablement systems
- PM SHRI school intervention workflows
- TLM Lab digitization and academic resource portals
- Lesson-plan and classroom resource systems
- PARAKH/NAS-aligned improvement support
- AI-enabled dashboards and decision-support systems
Scale handled through these systems and implementation workflows includes:
- digital workflows for 199 PM SHRI schools
- assessment and competency systems supporting 4,600+ teachers
- leadership and training workflows supporting 4,700+ school heads
- platforms designed for state-scale education implementation
Along with technical implementation, I create high-stakes documents that help institutions plan, approve, monitor, and scale programs.
I work on:
- government proposals
- PAB-style project concepts
- implementation plans
- baseline reports
- assessment reports
- training reports
- dashboards and review notes
- technical architecture documents
- policy-to-platform mapping documents
- monitoring and evaluation frameworks
- executive summaries for senior officials
- presentations for decision-makers
- product requirement documents
- issue trackers and quality review formats
This combination matters because large projects do not move only through code. They move through clarity, documentation, approvals, stakeholder trust, execution discipline, and measurable outcomes.
SAARTHI is an AI-enabled teacher growth and competency management platform designed to support professional development, evidence tracking, dashboards, and assessment-linked growth pathways.
Core capabilities:
- NPST-aligned competency mapping
- teacher competency assessment
- self-assessment
- peer assessment
- classroom observation
- student feedback
- digital teacher portfolio
- evidence upload and review
- role-based dashboards
- AI-supported recommendations
- professional growth tracking
- leadership and mentoring workflows
My work included:
- product architecture
- assessment workflow design
- dashboard planning
- evidence model structuring
- technical implementation
- role-based access planning
- user-flow design for non-technical stakeholders
- implementation support and continuous improvement
Samarth supports structured teacher training and capacity-building workflows.
Core capabilities:
- training module delivery
- participant tracking
- batch and session management
- completion monitoring
- certification workflows
- training analytics
- reporting support
My work included:
- platform architecture
- training workflow design
- certification logic
- admin dashboards
- reporting structures
- implementation guidance
- coordination with academic and field teams
Manthan is a mobile-first assessment and field data-capture application designed for teacher diagnostics and Training Needs Assessment workflows.
Core capabilities:
- mobile assessment journeys
- teacher baseline assessment
- subject-wise assessment capture
- competency-wise data collection
- personalized feedback support
- field-ready data workflows
My work included:
- mobile architecture
- assessment flow design
- data model planning
- performance review
- field usability improvements
- technical coordination with implementation teams
The TLM Lab Portal extends physical TLM Lab infrastructure into a digital academic support system.
Core capabilities:
- teaching-learning resource showcase
- TLM innovation sharing
- teacher co-creation support
- academic resource access
- digital visibility for lab activities
- support for continuous teacher engagement
My work included:
- portal architecture
- resource structure planning
- UX direction
- technical implementation
- content organization
- public-facing academic platform design
The Lesson Plan Portal provides structured, classroom-ready lesson plans and academic support materials for teachers.
Core capabilities:
- grade-wise lesson plans
- curriculum-linked resources
- TLM integration ideas
- teacher guidebook access
- classroom-ready teaching material
- searchable academic repository
My work included:
- repository design
- database and content structure
- teacher-facing user flows
- search and navigation planning
- academic workflow translation into software
| Project | Focus | Stack |
|---|---|---|
| MultiLLM Proxy | Multi-provider LLM gateway with routing, authentication, rate limiting, streaming, retries, provider health checks, and dashboard workflows | Python, APIs, LLM infra |
| image-and-video-studio | AI image/video generation studio integrating modern multimodal providers and local-first product workflows | TypeScript, React, AI APIs |
| LayerForge-X-final | Depth-aware amodal layered image decomposition from a single RGB image | Python, Computer Vision, ML |
- Applied AI systems
- LLM applications
- RAG workflows
- OCR and document intelligence
- Computer vision
- Multimodal AI
- Recommendation systems
- Analytics and decision support
- Web platforms
- API design
- Dashboards
- Admin systems
- Assessment engines
- Role-based applications
- Public portals
- Reporting systems
- Mobile assessment apps
- Field data capture
- Low-device usability
- Performance optimization
- User journeys for non-technical users
- SQL databases
- ETL workflows
- dashboards and analytics
- CI/CD
- cloud deployment
- serverless APIs
- reporting pipelines
- production monitoring
I bring together technical depth and implementation judgment.
Strengths include:
- translating vague requirements into clear product plans
- advising non-technical stakeholders
- writing proposals and reports that decision-makers can act on
- creating structured implementation models
- guiding teams without losing engineering detail
- reviewing product quality and user experience
- designing dashboards for administrators and field teams
- making AI useful inside real workflows, not just demos
- balancing policy, pedagogy, technology, and execution
- NEP 2020
- NPST
- NIPUN Bharat
- PM SHRI
- PARAKH/NAS-aligned improvement cycles
- teacher professional development
- Training Needs Assessment
- competency-based assessment
- evidence-based training
- TLM Labs and classroom resources
- school leadership enablement
- AI-assisted workflows
- LLM tool integration
- multi-provider AI systems
- OCR and document intelligence
- computer vision pipelines
- analytics dashboards
- recommendation systems
- human-in-the-loop review workflows
- government workflows
- reporting structures
- stakeholder coordination
- field adoption challenges
- non-technical user training
- monitoring and evaluation
- implementation documentation
- team coordination
- quality review
I am most useful when a project needs both strategy and execution.
I can sit with leadership to shape the idea, write the concept note, define the implementation model, guide the team, design the architecture, review the product, build critical modules, and convert the results into reports.
That range is intentional.
Some people are only consultants.
Some people are only engineers.
I work best in the middle — where decisions become systems.
I am currently focused on:
- AI-enabled education transformation systems
- teacher competency and assessment platforms
- LLM infrastructure and AI gateways
- multimodal AI products
- government-scale dashboards
- digital portfolio systems
- mobile-first field applications
- technical advisory for institutional projects
- documentation-heavy implementation systems
- full-stack AI product architecture
I am open to serious work around:
- technical advisory
- applied AI consulting
- GovTech / EdTech systems
- AI-enabled product architecture
- LLM and multimodal systems
- assessment and analytics platforms
- education transformation programs
- institutional dashboards
- full-stack product engineering
- implementation strategy and documentation
Turning strategy into systems, systems into adoption, and adoption into measurable institutional change.



