HS_
Open to engineering work · Full-stack · Systems

Build the
system.

Software engineer for complex products. I build production systems across finance, SaaS, telecom, AI, infrastructure, automation, and real-time communications.

System view01 / 04
ProductNext.js · React
ServicesPython · Django · FastAPI
DataPostgreSQL · Redis · Supabase
RealtimeSIP · WebRTC · LiveKit
InfrastructureAWS · Docker · Zabbix
AutomationCI/CD · Neo4j · MAESTRO
From workflow to infrastructureEnd-to-end
FinanceSaaSTelecomAIIT InfraAutomationEmbedded
01 / ABOUT

One engineer,
multiple domains.

The domain changes. The engineering approach stays consistent.

I build software around real business workflows. My work spans full-stack applications, backend APIs, AI systems, real-time communications, cloud infrastructure, monitoring, and automation.

Recent work covers mortgage lending, rental SaaS, IT infrastructure, developer automation, VoIP, call operations, CRM platforms, and voice AI. Earlier engineering work also includes computer vision, FPGA image processing, satellite communications, and system administration.

How I work

Learn the workflow → design the system → build the interfaces → connect the infrastructure → test the path → ship and operate.

02 / WORK

Projects, grouped
by real work.

The full set stays visible. Detailed projects get priority, supporting projects stay compact.
CCRIPT Agency · Current
Product · SaaS · Infrastructure · AI
01 / FinanceLOS · POS · Full Stack

Loan Mortgage LOS / POS

Loan and mortgage industry platform work covering LOS and POS workflows, application development, backend services, data, cloud infrastructure, and CI/CD.

Next.jsFastAPIDjangoPostgreSQLRedisAWSCI/CD
DomainLoan origination and mortgage operations
ProductLOS · POS workflows and business interfaces
PlatformNext.js · FastAPI · Django · PostgreSQL · Redis
DeliveryAWS · automated testing · CI/CD
02 / SaaSMulti-Tenant

Rental Trailer SaaS

Multi-tenant rental SaaS for trailer operations, built around modern web delivery, managed data, and continuous deployment.

Next.jsSupabaseVercelCI/CD
03 / Real Estate · AILead Management

AI-Powered Real Estate Lead Manager

AI-powered lead management platform for real estate operations, covering lead intake, qualification, follow-up workflows, communication tracking, and automated lead handling.

AIPythonDjangoPostgreSQLREST APIAutomation
04 / IT InfraMonitoring

Zabbix + Cisco Meraki Monitoring

Infrastructure monitoring and network operations work covering Zabbix, Meraki, Python and Bash tooling, WSL, Ubuntu, JavaScript dashboards, and device telemetry.

ZabbixCisco MerakiPythonBashUbuntuWSLJavaScript
05 / Engineering AutomationAgentic Pipeline

Agentic Development Lifecycle Pipeline

Agentic pipeline for unattended development workflow stages, with planning, implementation, verification, escalation, memory, and CI/CD.

PythonNeo4jMAESTROCI/CDrunmaestro.ai ↗
VEEIVS · Communications & CRM
Voice · Telephony · CRM · AI

A full communications product surface.

Call operations, dialer workflows, CRM, VoIP, monitoring, and AI-assisted voice systems built around real-time telephony.

Real-time systems
06 / TelecomCall Tracking + Monitoring

Call Tracking & Monitoring System

Telephony system for high-volume call operations with real-time call state, logs, recordings, analytics, alerting, SIP/VoIP and WebRTC integration through Twilio and Telnyx.

TelnyxTwilioSIPWebRTCDjangoFastAPIPostgreSQLRedis
Call pathWebRTC / SIP → carrier APIs → backend control
OperationsCall logs · live state · recordings · analytics
PlatformPython · Django · FastAPI · React
Scale layerPostgreSQL · Redis · async processing
07 / TelecomDialer

Dialer System

Dialer application tied into campaigns, call state, routing, agent workflows, and telecom provider integrations.

DjangoReactTelnyxTwilioSIP
08 / CRMInternal + External

CRM Platforms

Internal and external CRM systems covering users, campaigns, permissions, interaction history, activity tracking, and operational workflows.

DjangoPostgreSQLReactRBAC
09 / TelecomSoft Switch

Soft Switch Development

Soft-switch development for SIP call control, routing, carrier connectivity, media handling, and real-time call processing across the telephony stack.

SIPKamailioDrachtioRTPengineDjangoTelnyx
10 / TelecomVICIdial

VICIdialer

Worked with VICIdialer in the broader call-center stack, alongside dialer, call routing, CRM, and carrier-connected operations.

VICIdialAsteriskSIPCall Center
11 / AI VoiceConversational AI

Voice-Enabled AI Assistant

Real-time voice assistant with speech-to-text, LLM orchestration, text-to-speech, live audio, telephony control, interruption handling, and live transcripts.

DeepgramVapiElevenLabsLiveKitTelnyx
12 / AI AnalyticsQA

AI-Powered QA Management

Automated call analysis with summaries, disposition classification, sentiment and topic signals, and compliance validation.

PythonAI/MLDjangoAnalytics
Personal · Active build
Owning the full VoIP stack
VoIP platform architecture
ApplicationControl plane
KamailioSIP edge
SIP ProvidersCarrier layer
RTPengineMedia
DjangoProduct layer
DrachtioCall control
Call trackingMonitoringDialerSIP routingSoft switchProvider integrations
13 / PERSONAL SYSTEM

Build the whole VoIP platform.

A personal platform for call tracking, monitoring, dialer operations, SIP provider connectivity, routing, and soft-switch based call handling.

The architecture spans application services, SIP signaling, media, provider connectivity, databases, and observability.

KamailioDrachtioRTPengineDjangoPostgreSQLRedisZabbixSIP
The goal is full control of the communications stack, from product layer to carrier edge.
Earlier Engineering Work
Software · Embedded · Cloud · Research
14 / Biometrics

Palm Print Recognition

Biometric authentication from document-scanner imagery using Python and MATLAB. Awarded 2nd place at the 2024 FYP showcase.

PythonMATLABComputer Vision
15 / FPGA

FPGA Image Processing

Sharpness and smoothing filters on Spartan-3 FPGA using MATLAB and Verilog for real-time image processing.

VerilogMATLABFPGA
16 / Cloud

Dockerized Microservices

Containerized Django and Node.js services on AWS with secure deployment, GitHub Actions CI/CD, and scalable service isolation.

DockerAWSCI/CD
17 / Payments

Payment & Subscription System

Stripe workflows with webhooks for plan management, transactions, subscription state, and analytics reporting.

StripeWebhooksDjango
18 / IoT

Real-Time IoT Monitoring

Sensor network with real-time dashboards, event alerts, and cloud integration for environmental data monitoring.

IoTEmbeddedCloud
19 / Speech AI

Real-Time AI Assistant

Earlier speech-AI work using LiveKit, Vapi, Deepgram, ElevenLabs, and backend services for real-time voice interactions.

LiveKitVapiDeepgramElevenLabs
03 / EXPERIENCE

Progression through
real systems.

Leadership, product delivery, full-stack engineering, telecom, and engineering foundations.
MAY 2026 → PRESENTCCRIPT Agency

CCRIPT Agency

Project Lead PL2 · Full Stack Software Engineer
Project Lead PL2 · May 2026 — Present
Full Stack Software Engineer · Apr 2026 — Present

Lead delivery across finance, SaaS, infrastructure monitoring, agentic development tooling, and full-stack product systems.

JAN 2024 → JAN 2026VEEIVS

VEEIVS

Full Stack Software Engineer · Voice AI · VoIP · CRM
Full Stack Software Engineer · Feb 2025 — Jan 2026
Mid Full Stack Software Engineer · Sep 2024 — Feb 2025
Back End Developer · Apr 2024 — Sep 2024
Python Engineer · Jan 2024 — Mar 2024

Built backend, CRM, telephony, AI voice, cloud, and real-time communication systems with Django, FastAPI, Twilio, Telnyx, LiveKit, PostgreSQL, Redis, AWS, SIP, and WebRTC.

FEB 2026 → MAR 2026Telecom

Microwave Engineering

M/s Tecknotra · Wireless communications

Worked around satellite and microwave link engineering, hardware diagnostics, and link-quality optimization.

APR 2023 → NOV 2023Software

Mars BPO

Full Stack Software Engineer

Built speech-AI assistants, conversational voice workflows, a multi-campaign CRM, and Django APIs for React, Vite, and Expo frontends.

EARLIEREngineering base

Electrical + Systems Foundations

Embedded · Satellite · IT Systems

Experience and academic work across satellite communications, Windows infrastructure, automation scripting, computer vision, FPGA image processing, and electrical and computer engineering.

04 / STACK

Tools follow
the problem.

A broad toolkit, organized around the system being built.
01 / ProductFrontend

Frontend & Application

Next.jsReactJavaScriptTailwindViteExpo
02 / BackendServices

Backend & APIs

PythonDjangoFastAPIDRFFlaskREST
03 / DataState

Data & Persistence

PostgreSQLRedisSupabaseNeo4jDynamoDBS3
04 / VoiceRealtime

Telephony & AI

SIPTwilioTelnyxWebRTCLiveKitDeepgramElevenLabsVapi
05 / InfraDelivery

Cloud & DevOps

AWSDockerCI/CDGitHub ActionsUbuntuBash
06 / OperationsObserve

Infrastructure & Monitoring

ZabbixCisco MerakiKamailioDrachtioRTPengineVICIdialMAESTRO
01 / DOMAIN
Learn the workflow first.

Finance, telecom, SaaS, AI, or infrastructure. Start with how the business operates.

02 / SYSTEM
Design across boundaries.

Frontend, APIs, data, integrations, deployment, and observability need one coherent design.

03 / DELIVERY
Build for production.

Testing, CI/CD, monitoring, reliability, and operational ownership are part of the system.

05 / CREDENTIALS

Training +
engineering evidence.

Formal certifications plus shipped technical work.
CertificationVerified

Full Stack Developer 101

End-to-end web application development, APIs, auth, and deployment.

CertificationVerified

Python Django 101

Django, REST APIs, authentication, ORM, and production practices.

TelephonyVerified

Asterisk Certified Essentials

PBX, IVR, SIP trunking, call routing, and telephony operations.

VoIPVerified

OpenSIPS Training 3.2

SIP routing, load balancing, failover, and real-time signaling operations.

PlatformVerified

PBXact Certified Essentials

IP PBX setup, call flows, endpoint management, and operations.

Academic2nd Place

Palm Print Recognition FYP

Biometric authentication research using document-scanner imagery, Python, and MATLAB.

06 / CONTACT

Let's build
the right system.

Share the product, workflow, or infrastructure problem.
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