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ALikesToCode/README.md

Abhyudaya B Tharakan

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.

LinkedIn Portfolio Email GitHub


Who I Am

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.


What I Do

Technical Advisory & Consulting

  • 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

Product & Systems Architecture

  • 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

Applied AI & Data Systems

  • 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

Team Leadership

  • 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

Core Positioning

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.


Production Systems & Platforms

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

Government Education Systems Experience

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

Reports, Proposals & Strategic Documentation

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.


Selected Platform Deep Dives

SAARTHI — Teacher Competency Management System

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 — Training and Certification Platform

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 — Teacher Assessment App

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

TLM Lab Portal — Digital Academic Resource Hub

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

Lesson Plan Portal — Classroom Resource Repository

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

Open Source / Public Engineering Work

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

Technical Stack

AI / ML / LLM Systems

Python PyTorch TensorFlow Scikit Learn OpenCV

  • Applied AI systems
  • LLM applications
  • RAG workflows
  • OCR and document intelligence
  • Computer vision
  • Multimodal AI
  • Recommendation systems
  • Analytics and decision support

Full-Stack Product Engineering

TypeScript JavaScript React Next.js Node.js FastAPI NestJS

  • Web platforms
  • API design
  • Dashboards
  • Admin systems
  • Assessment engines
  • Role-based applications
  • Public portals
  • Reporting systems

Mobile / Field Applications

Flutter Dart Android

  • Mobile assessment apps
  • Field data capture
  • Low-device usability
  • Performance optimization
  • User journeys for non-technical users

Data / Cloud / Infrastructure

PostgreSQL SQLite Docker GitHub Actions AWS Vercel

  • SQL databases
  • ETL workflows
  • dashboards and analytics
  • CI/CD
  • cloud deployment
  • serverless APIs
  • reporting pipelines
  • production monitoring

Consulting Strengths

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

Domains I Understand

Education Transformation

  • 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 Product Engineering

  • 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

Institutional Implementation

  • government workflows
  • reporting structures
  • stakeholder coordination
  • field adoption challenges
  • non-technical user training
  • monitoring and evaluation
  • implementation documentation
  • team coordination
  • quality review

How I Work

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.


Current Focus

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

GitHub Snapshot

GitHub Stats

GitHub Streak

Top Languages


Contact

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

Email LinkedIn Portfolio


Turning strategy into systems, systems into adoption, and adoption into measurable institutional change.

Pinned Loading

  1. LayerForge-X-final LayerForge-X-final Public

    Depth-aware amodal layered image decomposition from a single RGB image.

    Python

  2. MultiLLM-Proxy MultiLLM-Proxy Public

    Python

  3. image-and-video-studio image-and-video-studio Public

    TypeScript