Experience
R&D Engineer Lead
Directing end-to-end software management, full-stack development, IoT and DevOps across the EdTech ecosystem.
R&D Engineer Lead
AITS · Affordable Innovation Techno Service Pvt. Ltd.
EdTech · 15 locations · Tier 3/4 markets · 50+ staff · Founders Office
40+
KPIs tracked real-time across 15 sites
85%
Org-wide efficiency improvement
100+
Team members managed across locations
10K+
Students impacted via NEP program
Technical Architecture
- →Full-stack development spanning low-level circuital coding to advanced AI integration across the EdTech organization
- →End-to-end system design with containerization (Docker, Kubernetes) and cloud deployment — database management, service orchestration, zero-downtime rollouts
- →API design and IoT integration for smart classroom systems — 10K+ student NEP improvement program
- →Program architecture across multiple concurrent on-site and centre-wise projects — training, skill-boosting, and deployment across all branches
Data Infrastructure & KPI Management
- →Designed centralized PostgreSQL warehouse (30+ normalized tables) replacing 15 disconnected branch spreadsheets and manual reporting chains
- →Integrated 15+ APIs (Zoho CRM/Books, Google API Console, HRMS endpoints, EdTech DB, LLM providers) into unified data pipeline — zero manual data handoffs
- →Built 40+ KPI real-time matrix: revenue/branch, enrollment funnel %, class utilization, staff utilization, task completion — 95% data accuracy, daily founder visibility
- →Advanced data matrix tracking 40+ real-time performance indicators · monthly KPI reviews with 95% accuracy in data reporting
- →85% organizational efficiency improvement across all locations through live dashboards replacing lagging anecdotal reporting
AI & LLM Automation
- →Built multi-model LLM system (Ollama + cloud APIs + Vector DB): auto-generates call scripts from lead data, personalized emails, branch performance summaries
- →Pipeline: staff activity logs + lead data → LLM analysis → auto-generated comms → dispatch → outcome logged → KPI matrix updated
- →Deployed OCR + handwriting recognition on Test Portal: handwritten answer sheets → structured score extraction → dashboard within minutes
- →LLM employee efficiency monitoring model: tracks output quality, task throughput, surfaces underperformance alerts — 80% reduction in manual communication prep across 50+ staff
- →Designed testing applications improving employee productivity by 80% · 75% work efficiency gain through automation and workflow optimization
Directory Managing & Reporting
- →Managing 100+ team members across multiple school locations from Founders Office — structured reporting hierarchy, role definitions, accountability chains per branch
- →Built centralized staff reporting system: daily activity logs, task assignments, escalation flows, and manager-level dashboards for founder visibility
- →Automated cross-branch status reporting — replaced manual EOD emails with structured data pipelines feeding directly into KPI monitoring tool
- →Attendance, leave, and performance tracking across 100+ workforce — real-time status visible to founders across all 15 sites
- →Drove strategic initiatives and operational excellence across the organization — growth tracking, student-staff optimization, monthly/annual planning
Operational Efficiency & RMS Tools
- →Built RMS (Resource Management System) — live tool tracking operational status, task queues, staff assignments, and branch workloads across 15 locations
- →Developed internal operational efficiency tools: task orchestration dashboards, workflow automation triggers (n8n, Zapier, Workflow.io), bottleneck detection on real-time data
- →Automated scheduling and workload distribution — 90% improvement in work distribution; eliminated manual allocation across 100+ staff
- →Software solutions stack: Read.ai, Notion automation, Zoho ERP, Power BI dashboards, mail automation
- →Cross-stakeholder planning via Asana, SmartSheet, GitLab, Jira — sprint tracking, deployment checklists, audit cycles, follow-up automation
Internal Systems Built & Managed
- →Rysen Learning Center — full-stack EdTech delivery: course content, scheduling, attendance, parent reporting · PostgreSQL (20+ tables) · CRM→enrollment→class pipeline
- →Test Portal — OCR + handwritten text classification · auto-graded assessments · scores fed directly to KPI DB
- →KPI Monitoring Tool — 40+ indicator dashboard · Power BI + custom DB · RAG alerting · real-time across 15 locations
- →Custom HRMS (App Script + PostgreSQL, 10+ tables) — attendance, leave, workload distribution, performance snapshots for 50+ staff
Stack & Tools
C++RustPythonSQLAssemblyPostgreSQLMySQLSQL ServerDockerKubernetesCI/CDGitLabPower BIAdvanced ExcelOllamaVector DBOCR pipelineZoho ERPZoho OneRead.aiNotionn8nZapierWorkflow.ioAsanaSmartSheetJiraIoT IntegrationAPI DesignDevOps
System Architect
Coddle Technologies Pvt. Ltd.
Bengaluru, Karnataka, India · Remote
System Design & Architecture
- →Designed end-to-end system architecture for product development — scalable, modular, production-ready HLD and LLD blueprints
- →Led technical design reviews: data flow diagrams, API contracts, database schema, service boundaries
- →Architected distributed load balancer with full pipeline schema for US client — designed to handle 1M+ user base at scale
- →Defined system design standards and architectural patterns for the engineering team
- →Collaborated directly with founders on product roadmap, technical feasibility, and build vs. buy decisions
Focus Areas
HLD / LLDDistributed SystemsLoad Balancer DesignAPI DesignDatabase SchemaSystem ArchitectureTechnical Strategy1M+ User Scale