WE’RE AI-DRIVEN BIOMEDICAL INNOVATORS
Empowering Breakthroughs in Precision Medicine & Drug Discovery
At eNest AI Lab, we specialize in intelligent data orchestration for biomedical research. Our AI frameworks decode genomic sequences, accelerate drug candidate screening, and optimize clinical trial design with unmatched precision.
Welcome To eNest
AI-Powered Biomedical Solutions to Accelerate Breakthroughs
Bridging Advanced Data Science and Clinical Research for Precision Medicine
My work transforms raw biomedical data into life-saving insights. By merging Northwestern’s academic rigor with real-world clinical needs, I empower researchers and clinicians to decode complexity, accelerate trials, and improve patient outcomes—ethically and efficiently.
- Learn from clinical feedback
- Biomedical AI experts
- Optimize healthcare costs
- Cutting-edge research insights
- Scalable AI healthcare solutions
- Precision-driven diagnostics
- Seamless data integration
- Accelerated medical innovation
Jagdeep Chawla
Principal Data Scientist
Contact Us
Algorithm Consulting
Unlock the full potential of your data with our bespoke algorithm consulting services, where cutting-edge technology meets expert insights.
Data Strategy
Elevate your business with our strategic data solutions, designed to transform raw data into valuable, actionable insights for smarter decision-making.
Model Optimization
Revolutionize your operations with our model optimization services, delivering enhanced efficiency and accuracy to your predictive models and analytics.
Our Projects
AI-Powered Medical Imaging
Fast, accurate, and scalable analysis of CT and MRI scans for clinical and research excellence. Seamlessly integrates with existing systems to enhance diagnostic speed and precision.
Key Highlights
- Precision Segmentation using nnUNet, 2D Caffe, and Swim Transformers.
- DICOM Evaluation Matrix for metadata validation, HU value calibration, and density analysis.
- Automated Plaque & Fat Detection, integrated with structured reporting tools.
The Problem
Radiologists face time-consuming manual analysis with inconsistent results in detecting fat, plaque, and density-based anomalies. Conventional tools lack real-time inference and standard evaluation metrics.
The Solution
Our AI pipeline automates DICOM ingestion, applies research-backed models (e.g., Stanford methods), and delivers accurate segmentation and analysis using HU values, area computation, and lesion detection.
How It Helps the End User
Clinicians get faster, standardized reports; researchers gain scalable tools with REST API access; hospitals improve diagnostic efficiency with minimal manual effort.

AI-Powered ECG Signal Denoising
Clean, accurate ECG signals delivered in real time for clinical, wearable, and research use. Built to integrate effortlessly with existing cardiac systems and digital health platforms.
Key Highlights
- Removes Noise & Preserves Accuracy using deep learning to clean ECGs while keeping vital waveforms intact.
- Compatible Across Devices from hospital monitors to mobile wearables and cloud storage.
- Real-Time & Batch Processing through secure APIs for both live and historical data.
The Problem
ECG recordings are often distorted by motion, electrical interference, or device noise—making diagnosis harder and less reliable.
The Solution
Our AI pipeline intelligently filters out noise while preserving key heart signal features, delivering high-quality outputs compatible with all major formats and devices.
How It Helps the End User
Cardiologists receive clearer signals for faster, more confident diagnoses. Device makers enhance performance, and researchers get clean data ready for analysis—without manual cleanup.

AI-Powered Healthcare Policy Review
Automated compliance checks for NZ and Australian healthcare regulations.
Fast, accurate clause analysis built for hospitals, legal teams, and digital health platforms.
Key Highlights
- Smart Clause Extraction for privacy, consent, and data governance.
- Risk Scoring & Justification using AI and legal rules.
- Dashboard & API Access for easy review and integration into audit tools.
The Problem
Manually reviewing healthcare policies for regulatory compliance is slow, error-prone, and requires specialized legal expertise.
The Solution
Our AI engine uses Retrieval-Augmented Generation (RAG) and LangChain to extract relevant clauses, assess risks, and explain compliance status based on HISO, APP, and related frameworks.
How It Helps the End User
Legal teams save hours on manual reviews, hospitals ensure regulatory alignment, and SaaS providers can embed automated checks into their platforms—improving accuracy, speed, and trust.

Expert Solutions
Advanced Deep Learning Solutions
Natural Language Processing (NLP) Expertise
OCR and AI-Powered Text Analytics
Innovative Computer Vision Technologies
Strategic Optimization Services
Predictive Analytics and Forecasting
eNest Data Highlights
OUR TEAM
Meet With Expert
MLOps Expert

Ethical AI Expert

LLM Engineer

Data Scientist

Data Scientist

Data Scientist

ETHICAL AI
Ethical AI Research

Privacy, Accountability & Global Compliance
AI designed to meet GDPR standards while advancing biomedical research globally.
Why It Matters
As AI becomes central to biomedical research, ethics and compliance are no longer optional—they’re essential for trust, speed, and regulatory approval.
Key Compliance Features
- HIPAA-Compliant Pipelines
Adhere to the HIPAA Privacy Rule (45 CFR § 164.502) and the “minimum necessary” standard to protect PHI during AI processing. - Explainable & Auditable AI
Support for XAI techniques that make models transparent, traceable, and review-ready for regulatory audits. - Fair & Bias-Mitigated Models
Ensure diagnostic fairness across populations with bias checks and equitable training data.

Ethical & Compliant AI in Biomedicine
Build trust, ensure privacy, and accelerate research with AI designed around HIPAA, fairness, and patient rights.
Why It Matters
As AI becomes central to biomedical research, ethics and compliance are no longer optional—they’re essential for trust, speed, and regulatory approval.
Key Compliance Features
- HIPAA-Compliant Pipelines
Adhere to the HIPAA Privacy Rule (45 CFR § 164.502) and the “minimum necessary” standard to protect PHI during AI processing. - Explainable & Auditable AI
Support for XAI techniques that make models transparent, traceable, and review-ready for regulatory audits. - Fair & Bias-Mitigated Models
Ensure diagnostic fairness across populations with bias checks and equitable training data.
Frequently Asked Questions
Choosing eNest Technologies for your data scientist needs means gaining a partner deeply committed to the full potential of your data. At eNest it, we don’t just analyze data, using advanced analytics and machine learning to uncover insights that drive strategic business decisions. Our data scientists are more than just experts in their field; they are dedicated to turning your data into meaningful form. With a focus on delivering tangible results, every team member has the experience and knowledge to ensure your project is delivered successfully.
eNest’s data science services span critical sectors such as healthcare, manufacturing, and aviation, delivering solutions that drive efficiency, innovation, and growth. Our team’s expertise helps predict trends, optimize operations, and enhance customer experiences, making eNest your ideal partner for sector-specific data science needs.
Hire a team of data scientists who will transform data into intelligence by bringing the best solutions to your business from expert opinions. This intelligence helps make informed decisions, increase operational efficiency, and drive innovation by using data analysis, artificial intelligence, and machine learning to meet business needs.
Data science services enable companies to accelerate AI and machine learning planning by providing expertise in the use of complex data. This support translates into demand, forecasting, and strategic planning, allowing companies to have a positive impact on business operations and behavior.
The team of data scientists focuses on transforming data into strategic insights and providing business-specific solutions. Their expertise in data analysis, artificial intelligence and machine learning can improve decision-making, increase operational efficiency and drive better business outcomes by implementing data-driven strategies tailored to specific business needs. Learning and advanced software development will bring the aviation, manufacturing, and insurance industries into the digital age, increasing efficiency and productivity pressure on customers. Hire offshore data scientists to create a collaborative partnership to move your business forward, making us your partner in digital innovation.
AI technologies like OCR and Computer Vision revolutionize data processing by automating the extraction, analysis, and interpretation of visual data. This transformation leads to enhanced accuracy, efficiency, and the ability to process large volumes of data quickly, which is crucial in various sectors such as healthcare, finance, and retail.
Deep Learning drives major advancements in AI services, enabling sophisticated applications like image and video recognition, natural language processing, and predictive analytics. It’s instrumental in developing solutions that can learn from large datasets, leading to more accurate and dynamic AI models.
NLP (Natural Language Processing) significantly enhances business operations by enabling machines to understand, interpret, and respond to human language in a meaningful way. It’s used in customer service automation, sentiment analysis, and extracting actionable insights from unstructured data like social media posts and customer feedback.
Integrating Optimization Services in AI strategies helps businesses streamline operations, enhance decision-making, and optimize resource allocation. These services use AI algorithms to analyze patterns, predict outcomes, and suggest the most efficient ways to achieve business goals, resulting in cost savings and increased productivity.
AI ensures accuracy in services like OCR and data analysis by constantly learning from new data, adapting to different contexts, and correcting errors. Advanced algorithms and neural networks enable AI to handle complex data sets with higher precision, making it a reliable tool for critical data processing tasks.
AI-driven Computer Vision is essential for modern businesses as it provides deep insights into customer behaviors, automates quality control processes, and enhances security measures. It transforms visual data into actionable intelligence, making it a key component in industries ranging from retail to manufacturing and security.
AI and Machine Learning can be customized for specific industries by training models on relevant data sets and tailoring algorithms to address unique challenges and objectives. This customization allows for more accurate predictions, efficient processes, and solutions that are directly aligned with industry-specific requirements.
AI technologies continuously evolve through research and development, adapting to new challenges and technological advancements. They incorporate the latest findings in machine learning, data processing, and neural networks to offer more sophisticated, efficient, and scalable solutions that meet the ever-changing demands of businesses.

Smarter Medical Imaging with AI
Automated CT Scan Analysis for Faster, More Accurate Diagnostics
Our biomedical AI platform turns CT scans into detailed diagnostic reports—automatically and at scale. It analyzes body composition, fat distribution, muscle health, bone density, and liver condition with clinical-grade precision.
Built for hospitals, research teams, and digital health platforms, the solution is HIPAA-compliant and easily integrates into existing workflows for real-time insights and better care.
Save time, reduce manual effort, and make every scan count with intelligent, reliable automation.

Cleaner ECGs with Biomedical AI
AI-Powered ECG Signal Denoising for More Reliable Cardiac Insights
Our platform leverages advanced signal processing and deep learning to clean ECG data—automatically and at scale. It removes baseline wander, powerline interference, and motion artifacts for high-fidelity, diagnostic-ready signals.
Built using PhysioNet datasets and Python, the solution ensures clinical accuracy, regulatory compliance, and seamless integration into existing cardiology workflows.
Improve diagnostic confidence, reduce preprocessing time, and deliver cleaner data with AI-enhanced ECG analysis.

AI for Smarter Compliance
Automated Policy Reviews for Safer, Faster Decision-Making
Our AI-powered compliance system helps organizations like TDDA streamline policy reviews across complex healthcare and legal frameworks—automatically and with precision. It analyzes documents, checks for regulatory alignment, and flags compliance gaps in minutes, not hours.
Built with Gen AI, LLMs, and secure integrations, the system seamlessly fits into your workflow—enhancing accuracy, minimizing legal risk, and saving valuable time.
Automate document understanding, compliance, and conversational workflows—at scale and with AI.
AI-Powered Image Segmentation Solutions
Revolutionize your visual data analysis with our AI-driven Image Segmentation services, tailored to extract precise insights and enhance decision-making.
Healthcare
Streamline your visual data analysis with our AI-powered Image Classification services, delivering fast, accurate categorization for smarter, data-driven decision-making. Utilize the strength of advanced algorithms to unearth valuable insights and enhance your business strategy.
Healthcare
Streamline your visual data analysis with our AI-powered Image Classification services, delivering fast, accurate categorization for smarter, data-driven decision-making. Utilize the strength of advanced algorithms to unearth valuable insights and enhance your business strategy.
Advanced AI Facial Recognition Services
Experience the future of security and personalization with our Facial Recognition technology, utilizing AI to provide fast, accurate identification and verification services. Our solution offers unparalleled precision in recognizing and analyzing facial features, enabling a wide range of applications from enhanced security measures to customized customer experiences.
Advanced AI Facial Recognition Services
Experience the future of security and personalization with our Facial Recognition technology, utilizing AI to provide fast, accurate identification and verification services. Our solution offers unparalleled precision in recognizing and analyzing facial features, enabling a wide range of applications from enhanced security measures to customized customer experiences.