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Tanish Porwal

@tanishporwal

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I build validated AI and full-stack systems for safety-critical, geospatial, and enterprise applications.

India

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What I'm looking for

I'm looking to build and validate AI or software systems where reliability matters, especially in safety-critical, geospatial, healthcare, or enterprise settings. I value end-to-end ownership, rigorous evaluation, and work that moves beyond notebook results into deployed products.

I'm building validated AI systems for Mars rover navigation, pediatric sepsis prediction, and spacecraft attitude estimation—focusing on when predictions can be trusted, not just model scores.

In my MTRA research, I trained a shared ConvNeXt V2-Base and UNet system across four NASA rovers, achieving 0.00375 MAE on the MSL benchmark and 100% recall on big-rock hazards. I added Monte Carlo Dropout uncertainty estimation and translated terrain outputs into ranked driving paths and hazard zones.

For pediatric sepsis prediction at SVKM's NMIMS Indore, I co-developed a pipeline on 3,163 PIC ICU patients, auditing 306 features and removing 80 structurally leaky signals. Our tuned CatBoost model reached 0.987 AUROC while maintaining 90% sensitivity and 96.3% specificity.

I've also delivered full-stack HRMS, LMS, and ERP platforms, including a MERN ERP serving 500+ clients and API improvements that cut roster latency by 67%. Across Python, ML, backend systems, and interactive 3D applications, I take work from formulation and implementation through statistical validation and deployment.

Experience

Work history, roles, and key accomplishments

Software Engineering Intern

Vyska Technologies Pvt. Ltd.

Nov 2025 - Mar 2026 (4 months)

Built a full stack Human Resource Management System platform to manage employee records, organizational hierarchy, reporting lines, and document workflows. Designed and implemented a permission-based RBAC system with JWT authentication, and cut roster API latency by 67% through compound MongoDB indexes and lean queries.

Fullstack Development RBAC JWT Authentication MongoDB API Optimization HRMS Backend Development

Intern

Servocontrols & Hydraulics India Pvt. Ltd.

Feb 2024 - Feb 2024 (0 months)

Diagnosed and resolved a telemetry bug in the EyeSat NanoSatellite dashboard, restoring accurate real-time spin visualization. Refactored telemetry outputs into modular components, reducing debugging overhead and simplifying ongoing maintenance.

Telemetry Debugging Refactoring Satellite Dashboard

Software Engineer, Freelance

Enterprise Resource Planning System

Built and delivered an MERN stack ERP platform serving 500+ clients, owning the entire product from schema design to deployment. Automated freight tracking and inventory reconciliation across 1,000+ SKUs, and enforced data integrity under concurrent load via atomic stock updates and role-based access control.

MERN Stack ERP MongoDB ExpressJS React NodeJS Inventory Management Role Based Access Control

Education

Degrees, certifications, and relevant coursework

Narsee Monjee Institute of Management Studies, Indore

B.Tech, Computer Engineering

Grade: 3.25/4.0

Activities and societies: Relevant Coursework: Probability & Statistics, Linear Algebra & Differential Equations, Complex Variables & Transforms, Discrete Mathematics, Design & Analysis of Algorithms, Theoretical Computer Science, Artificial Intelligence, Machine Learning, Computer Vision, Image & Video Processing, Biometrics

Final year B.Tech Computer Engineering student with a CGPA of 3.25/4.0, expected to graduate in June 2027.