Off,the,shelf Electronic Health Record (EHR) and Electronic Medical Record (EMR) software frequently frustrates clinicians with cumbersome multi,click interfaces, rigid specialty workflows, and restrictive vendor data silos. At Junkies Coder, we engineer custom, cloud,native EHR and EMR software solutions tailored precisely to your clinical workflows, patient intake models, and interoperability mandates. Our software architects build secure platforms powered by bidirectional HL7 FHIR R4/R5 APIs, SMART on FHIR application bridges, ambient AI clinical documentation (BioGPT, Med,PaLM), DEA,certified EPCS e,prescribing, and real,time medical IoT telemetry. Whether you are launching a fast,moving clinical healthtech MVP or modernizing legacy on,premise databases for a multi,specialty hospital network, we deliver scalable, ONC (g)(10) and HIPAA compliant digital health ecosystems.

HL7 FHIR & SMART on FHIR
ONC (g)(10) & HIPAA Ready
Empowering awards and recognition to Drive Innovation and Success with
our unparalleled expertise and commitment to excellence.
Years of experience
Countries Served
Average cost P/H
Positive Feedbacks
Projects delivered
Experts & Engineers
CORE FEATURES
Our structured medical engineering framework guides your EHR project from clinical discovery and ONC certification planning to production cloud launch and 24/7 SLA maintenance.
Clinical Discovery, Workflow Gap Analysis & ONC Blueprinting
Clinician,Centric Dual,Persona UX Architecture (WCAG 2.1 AA)
FHIR,First Microservices & Secure Core EHR Architecture
Multi,System Integration (Surescripts, Labs, EDI, PACS)
ONC (g)(10) Inferno Testing, Security Audits & BAA Execution
Production Cloud Deployment, Data Lake Scaling & 24/7 SLA
A structured, milestone,driven delivery roadmap taking your custom EHR/EMR software from technical discovery to production deployment and long,term maintenance.
Mapping clinical workflows, patient journeys, FHIR resource models, data schemas, and regulatory compliance standards (HIPAA, ONC, GDPR, EPCS).
Developing WCAG,accessible patient portals and doctor charting interfaces validated through clinician user testing and interactive clickable prototypes.
Building scalable backend microservices, RESTful FHIR servers, SMART on FHIR OAuth 2.0 authorization, and secure medical data pipelines.
Connecting hospital EHR backends via HL7 FHIR APIs, LIS hardware analyzers, Surescripts eRx directories, and automated EDI medical billing.
Conducting end,to,end security audits, third,party HIPAA and ONC compliance reviews, store deployments, and establishing 24/7 SLA infrastructure monitoring.
Explore how Junkies Coder engineers secure, interoperable electronic health record platforms that streamline physician charting and elevate patient care.

Industry
Agro Logistics
Technology
Web / IoT / ERP
Location
India
Outcomes
50% Reduction
Vaishnodevi Agro Resources Pvt. Ltd needed a digital tracking system to replace manual agro-logistics processes in Radhanpur, India, covering truck entries, weighbridge, seed processing, lab reporting and dispatch management.

Industry
Retail & E-Commerce
Platform
Android (Native)
Location
Saudi Arabia
Outcomes
Live on Google Play
aDawliah Electronic Appliances is one of Saudi Arabia's largest specialty retailers, stocking over 6,000 products across musical instruments, professional audio, and consumer electronics. Despite strong brand recognition, the company had no dedicated mobile channel. Junkies Coder designed and engineered a full-featured Android app, bringing their entire catalog to the Saudi mobile-first consumer.

Industry
Maternity & Nursing Fashion
Platform
Website + Multi-Language Storefront
Location
Denmark
Outcomes
Unified Brand Experience Across Markets
Carriwell needed a website that matched the comfort and trust behind its products, and Junkies Coder delivered a seamless, user-friendly platform with multi-language storefronts and a brand experience built around expecting and nursing mothers.

Industry
FinTech
Platform
Cross-Platform - Flutter & iOS
Location
Canada
Outcomes
Omni-Channel
Etmad Topup needed a centralized recharge system, and Junkies Coder delivered a Flutter-based omni-channel platform with a web admin panel and Node.js backend, enabling real-time transaction visibility and full operational control across Android, iOS, and web.
Whether you're looking to develop a digital solution from scratch, scale your current offerings, or fully modernize your system, we are here to help.
OUR EXPERTISE
We build tailored electronic health record platforms that eliminate clinician documentation fatigue, automate revenue cycles, and ensure frictionless data exchange across healthcare networks.
Book a complimentary 30,minute healthcare architecture session with our senior digital health engineers to map your clinical workflows, FHIR integrations, and MVP delivery roadmap.

Enhance physician productivity, automate clinical charting, and ensure seamless regulatory compliance with our pre,architected digital health modules.
01
High,accuracy natural language processing models that transcribe multi,speaker doctor,patient dialogue in real time and generate structured FHIR,ready SOAP charts for rapid sign,off.
02
Automated clinical rules engine triggering real,time decision support cards during patient intake, medication ordering, and clinical discharge workflows.
03
Standardized OAuth 2.0 app gateways allowing external digital health applications to run securely inside commercial EHR user interfaces with zero code duplication.
04
DEA,compliant electronic prescribing engine with multi,factor cryptographic signing, real,time pharmacy directory lookups, and state PDMP integration.
05
Instant clearinghouse integration checking patient co,pays, deductibles, and active insurance coverage prior to visits, paired with automated EDI 837 claim submission.
06
Local encrypted SQLite storage allowing clinicians to chart visits and record diagnostic data in remote clinics without internet, synchronizing securely upon reconnection.
07
Drag,and,drop clinical form designer enabling specialty departments to configure custom intake questionnaires, specialty assessment scores, and dynamic charting fields.
08
Scalable data ingestion pipelines processing continuous biometric streams from FDA,cleared BLE and cellular medical sensors with dynamic clinical threshold alerts.
09
RESTful API proxy layer that converts legacy relational database records into standardized HL7 FHIR R4 resources on the fly, avoiding high,risk database overhauls.
From hospital networks and research laboratories to medtech pioneers and digital health startups, our software engineering powers every tier of the modern healthcare ecosystem.
A disciplined, four,stage agile software engineering lifecycle designed to deliver compliant, scalable, and clinician,friendly EHR platforms on schedule.
We define clinical user journeys, data architecture, integration matrices, and mandatory regulatory compliance frameworks (HIPAA, ONC, GDPR, EPCS, ABDM).
We craft accessible, user,friendly layouts tailored separately for patients (WCAG 2.1 AA compliant) and clinicians (streamlined EHR charting and diagnostic workspaces).
We build the core Minimum Viable Product in 4 to 8 months ($40,000 to $150,000), implementing secure backend microservices, FHIR EHR connectors, and core clinical workflows.
We scale the platform into an enterprise healthcare ecosystem ($500,000 to $2,000,000+), enabling multi,facility HIS/EHR sync, automated EDI 837 claims, and third,party penetration testing.
Shalehin Modasia
Marketing DirectorENGAGEMENT MODELS
Choose the optimal collaboration framework tailored to your clinical product stage, internal engineering team, and healthtech budget.
A focused 4 to 8 month build ($40,000 to $150,000) delivering core specialty charting, patient booking, e,prescriptions, and essential FHIR EHR connectivity to validate your clinic.
Get a free consultationA dedicated cross,functional pod of senior digital health engineers (frontend, mobile, backend, FHIR integrators, medical QA) in India providing continuous roadmap delivery starting from $25/hr.
Get a free consultationComprehensive enterprise engineering ($500,000 to $2,000,000+) covering multi,facility HIS/EHR architecture, continuous RPM ingestion, zero,footprint PACS, and automated EDI claims.
Get a free consultationReal stories from real partners who experienced clarity, accountability, and measurable business growth.
We engineer robust, future,ready digital healthcare architectures leveraging HL7 FHIR Release 4 and 5, SMART on FHIR, DICOMweb, Generative AI models, Python, Node.js, Swift, Kotlin, AWS HealthLake, Azure Health Data Services, and zero,trust security.
Featured Technologies

HL7 FHIR R4 & R5
SMART on FHIR
CDS Hooks & USCDI

SNOMED CT & LOINC

NCPDP SCRIPT & Surescripts
Our healthcare development company enforces defense,in,depth security, automated Business Associate Agreements (BAAs), and end,to,end encryption across all digital clinical touchpoints.
Generic software agencies lack deep clinical workflow understanding and medical regulatory expertise. Healthcare leaders seeking sovereign IP ownership, frictionless EHR interoperability, and ONC,certified engineering partner with Junkies Coder.
Our ambient clinical voice models transcribe doctor,patient conversations in real time, drafting structured FHIR,ready SOAP notes and eliminating manual charting overhead.
We build point,of,care clinical rules engines that evaluate patient data against medical guidelines in real time to alert clinicians to drug interactions, sepsis risks, and diagnostic gaps.
Deploy standardized SMART on FHIR application bridges that embed custom clinical modules directly inside hospital EHR interfaces like Epic and Cerner without core codebase changes.
Machine learning algorithms analyze longitudinal patient vitals and lab trends to forecast ICU deterioration, sepsis onset, and 30,day hospital readmission risks.
We construct decentralized acute care delivery ecosystems combining continuous biometric wearable streaming, centralized nurse triage dispatch, and rapid clinical escalation protocols.
We build certified electronic prescribing modules with dual,factor biometric authorization, National Drug Code lookups, and real,time state prescription monitoring queries.
Every architecture enforces defense,in,depth security with TLS 1.3 in transit, AES,256 at rest, granular role,based access controls (RBAC), and immutable cryptographic audit logging for every PHI query.
Give patients intuitive, WCAG,accessible web and mobile portals to view lab reports, clinical notes, doctor messaging, appointment scheduling, and consent management controls.
Secure tenant database partitioning supporting regional hospital networks, distinct clinical departments, and native iOS/Android rounding apps for doctors and nurses.
We engineer dynamic Digital Twin simulations that model patient physiological responses, test therapeutic interventions in silico, and forecast disease decompensation using longitudinal EHR data.

An Electronic Medical Record (EMR) is a digital chart containing a patient medical history, diagnoses, and treatments maintained within a single clinical practice or hospital department. In contrast, an Electronic Health Record (EHR) is a comprehensive, longitudinal digital health record engineered for seamless, bidirectional data exchange across multiple healthcare providers, laboratories, pharmacies, and hospital networks. While EMRs optimize internal clinic workflows, EHRs adhere to national interoperability standards like HL7 FHIR to give authorized clinicians across different organizations a holistic view of a patient lifetime care.
The top 3 Electronic Health Record (EHR) systems in enterprise healthcare are Epic Systems, Cerner (Oracle Health), and MEDITECH (alongside athenahealth in ambulatory networks). We achieve seamless bidirectional interoperability with these legacy and modern platforms using RESTful HL7 FHIR Release 4 and 5 APIs, SMART on FHIR OAuth 2.0 authorization, and Clinical Decision Support (CDS) Hooks. Our integration engine synchronizes patient demographics, clinical notes, diagnostic lab orders, medications, and vital observations in real time without manual re,entry, eliminating information blocking under the 21st Century Cures Act.
The leading EMR and clinic management platforms in India include e,Sushrut (NIC), Practo Ray, KareXpert, Docon, HealthPlix, MocDoc, MediXcel, Plus91, LiveHealth, and Clinicea. We build custom EMR solutions that integrate natively with the Ayushman Bharat Digital Mission (ABDM) ecosystem. Our architecture connects directly with the ABDM Gateway to verify Ayushman Bharat Health Accounts (ABHA numbers), register patients, and utilize the Unified Health Interface (UHI) with FHIR compliant Milestone 1, 2, and 3 certifications for secure consent,based medical record sharing.
Custom EHR/EMR software development costs typically range from $40,000 to $150,000 for a specialized single,practice EMR MVP featuring digital charting, patient scheduling, e,prescribing, and basic billing within 4 to 8 months. A mid,complexity multi,specialty EHR platform with laboratory interfaces, patient portals, and automated CDS hooks ranges from $150,000 to $500,000 over 8 to 14 months. Enterprise,grade, ONC,certified EHR ecosystems built for multi,hospital networks with zero,footprint PACS, ambient AI scribing, and automated EDI 837 claims range from $500,000 to $2,000,000+ depending on regulatory and architectural scope.
Developing a production,ready custom EMR MVP typically takes 4 to 6 months across discovery, UI/UX architecture, backend engineering, and initial clinical testing. Expanding into a fully interoperable, multi,department EHR with FHIR connectors, automated laboratory interfaces, and EPCS e,prescribing requires 8 to 12 months. Large,scale hospital systems requiring ONC certification, multi,facility database partitioning, and legacy data migration generally require 14 to 20 months of phased agile development.
In the United States, senior healthcare and EMR software developers command annual salaries between $115,000 and $165,000, excluding taxes, insurance, and corporate overhead. In India, specialized healthcare software engineers earn competitive annual salaries ranging from ₹6.5 Lakh to ₹18 Lakh ($8,000 to $22,000 USD). By partnering with Junkies Coder dedicated digital health engineering pods in India starting from $25 to $45 per hour, healthcare organizations reduce total engineering spend by 50% to 70% while securing elite talent proficient in HL7 FHIR, LOINC, SNOMED CT, and HIPAA compliance.
To achieve ONC 2015 Edition Cures Update criterion (g)(10) certification, an EHR must implement standardized, secure application programming interfaces (APIs) supporting the US Core Data for Interoperability (USCDI) standard via HL7 FHIR Release 4. The platform must support SMART on FHIR OAuth 2.0 authorization, OpenID Connect authentication, and OpenMetrics API performance logging. Junkies Coder architects custom EHRs using certified FHIR servers (such as HAPI FHIR or Azure Health Data Services) and conducts automated Inferno testing suite validation to guarantee compliance without data blocking penalties.
Generative AI and Ambient Clinical Intelligence (ACI) utilize multi,speaker clinical speech recognition and specialized healthcare Large Language Models (such as BioGPT and Med,PaLM) to listen to doctor,patient consultations passively. The AI extracts clinical facts, symptoms, and treatment plans in real time, drafting structured Subjective, Objective, Assessment, and Plan (SOAP) charts and generating suggested ICD,10/CPT billing codes. Physicians simply review and digitally sign the note, saving an estimated 1.5 to 2 hours of manual data entry per clinician each day.
Our electronic prescribing modules comply strictly with DEA EPCS regulations and the National Council for Prescription Drug Programs (NCPDP) SCRIPT standard. The system enforces two,factor authentication (combining passwords with biometric or hardware token approvals), granular provider credential verification via National Provider Identifier (NPI) lookups, real,time state Prescription Drug Monitoring Program (PDMP) database queries, automated drug,allergy conflict checking, and certified transmission through the Surescripts pharmacy network.
We engineer high,throughput biometric telemetry pipelines that connect FDA,cleared Bluetooth Low Energy (BLE) and cellular medical devices (blood pressure cuffs, glucometers, pulse oximeters, and continuous ECG monitors) to the EHR backend. Incoming biometric data streams are ingested through Apache Kafka event brokers, normalized into standard FHIR Observation resources with LOINC codes, and visualized on clinician dashboards with automated threshold alerts for abnormal vital signs.
We employ the Strangler Fig architectural pattern and automated ETL pipelines to migrate legacy on,premise databases to cloud FHIR platforms. Our engineering team conducts pre,migration schema mapping across patient demographics, encounters, allergies, medications, and lab histories. We execute automated data validation scripts to eliminate duplicate records, reconcile unstructured clinical narratives, preserve historical audit trails, and maintain dual,run synchronization until final cutover is validated with zero downtime.