Engineering excellence, shipped.
Explore our portfolio of engineering excellence. From simulation to reality — FEA, CAD, robotics, and rapid prototyping.
Engineering excellence, shipped.
Explore our portfolio across FEA, CAD, robotics, applied AI, and rapid prototyping. Each build bridges digital design and physical reality.
IP67 Passive Cooling for 5G IoT Gateway
Optimized the thermal architecture for a fanless 15W outdoor gateway. Performed Conjugate Heat Transfer (CHT) analysis to validate natural convection efficiency.
Solar Structure Engineering Validation
Structural integrity validation for a rooftop solar mounting system under cyclonic wind loads (150 km/h). Conducted Static Structural Analysis.
Cleanroom Ventilation Strategy
Airflow distribution simulation for an ISO Class 7 Cleanroom. Analyzed velocity streamlines and pressure gradients to identify dead zones.
Parametric Automotive Braking Systems
Equation-driven master CAD template for high-performance braking systems with patent-defined ratios and tooling-ready outputs.
IP67 Industrial IoT Gateway Enclosure
Multi-part injection molding assembly with hygienic design, thermal management, and NEMA 4X environmental sealing.
Modular Server Rack & Thermal Cabinet
Precision sheet metal assembly with K-Factor calculations for SS304 construction and manufacturing-ready documentation.
3D-Printed Robotic Actuator Housing
Topology-optimized modular design with print-in-place compliant mechanisms for DfAM innovation.
6-DOF Bilateral Teleoperation System
Master-Slave teleoperation architecture controlling S101 arm in USA from India with real-time kinematic mapping.
80 kg Payload Autonomous Mobile Robot
Heavy-duty AMR with skid-steering drive, Nav2 navigation stack, and LiDAR-based SLAM mapping.
High-Torque Integrated Smart Actuator
Custom servo motor with NEMA 23 stepper, AS5600 encoder, and ESP32-based closed-loop PID control.
Vision-Guided 6-DOF Bin-Picking Cell
YOLOv11-Seg + 3D pose estimation on a Jetson Orin Nano. Picks randomly oriented SKUs from a cluttered bin at <80 ms end-to-end latency with 99.2% detection accuracy.
On-Device Defect Detection Camera
Custom PCB with ESP32-S3 + OV5640 camera running a quantized INT8 CNN in TFLite Micro. Zero-cloud anomaly flagging on a production conveyor — 18 FPS at 0.4 W.
ML-Surrogate FEA Solver for Topology Studies
A physics-informed neural network trained on 12,000 ANSYS runs. Predicts von-Mises stress fields in ~40 ms vs. a 22-minute full solve — 500x faster early-stage design exploration.
AI-Perception Warehouse AMR Fleet
Multi-robot 80 kg AMR fleet with semantic SLAM, dynamic obstacle classification, and centralized task allocation. ROS 2 Nav2 + YOLO + Foxglove dashboarding.
Natural-Language CAD Copilot (SolidWorks)
LLM agent wired into SolidWorks API. Engineers say "thicken rib by 2 mm, then re-run static" — the copilot edits the parametric tree, triggers the FEA run, and returns a diff.
Aerial Swarm Perception Stack
Onboard YOLOv11 object geolocation across a 4-drone swarm. Ground station fuses detections in real time for aerial infrastructure inspection and survey.
RAG Copilot over 40k Engineering Documents
Production retrieval-augmented generation system over a manufacturer's 40,000-document corpus — datasheets, GD&T drawings, internal standards. Hybrid search (BM25 + bge-large-en-v1.5 embeddings) with reranker, agentic query decomposition, and source-cited answers. Cuts engineering-question turnaround from 35 minutes to 22 seconds.
Multimodal GenAI for Automated Inspection Reports
Vision-to-text pipeline that ingests inspection photos plus measurement data and drafts customer-ready reports in under 8 seconds. Built on a fine-tuned Qwen2-VL-7B with a domain-specific reasoning prompt, deployed on a single L4 GPU. Replaces 90 minutes of QA writeup per asset.
LoRA Fine-Tuned CLIP for Industrial Part Recognition
Parameter-efficient fine-tuning of OpenCLIP ViT-L/14 with LoRA adapters (r=16) on 18,000 labeled SKU photographs. Achieves 97.4% top-1 against a 78.1% zero-shot baseline. Adapter is 84 MB versus a 1.7 GB full fine-tune. Trained on a single RTX 4090 in 11 hours.
Feature Engineering Pipeline for Predictive Maintenance
End-to-end feature pipeline on 320 vibration sensors streaming at 12 kHz. Time, frequency, and time-frequency features (RMS, kurtosis, FFT bands, wavelet packets) materialized to a Feast feature store. XGBoost classifier hits 0.94 AUC on failure-prediction with a 72-hour warning horizon — saved ~₹2.1 crore in unscheduled downtime in the first year.
MLOps Platform for 600-Device Edge AI Fleet
End-to-end MLOps platform managing 600 Jetson-deployed inspection cameras across 14 sites. MLflow registry, signed-OTA model rollouts, canary deployments, automatic rollback on accuracy drift, and a Foxglove-style fleet dashboard. Median model deploy went from 9 days to 38 minutes.
RAG Support Copilot for a B2B SaaS Knowledge Base
Customer-support RAG agent over a SaaS platform's docs, changelog, and historical Zendesk tickets. Hybrid retrieval, query-rewriting agent, and grounded citations. Deflected 41% of L1 support tickets in the first quarter — equivalent to 3.2 FTE of support engineer time.
Time-Series Forecasting for Plant Energy Management
24-hour ahead load forecast for a 9 MW manufacturing plant. TFT (Temporal Fusion Transformer) ensemble with engineered weather, shift-pattern, and machine-utilization features. MAPE 3.1% versus 8.7% on the legacy ARIMA baseline — moved annual energy spend down by 6.8%.
Have a machine to build? Let's scope it together.
Tell us about your project. We'll respond within 1-2 business days with a preliminary scope and timeline — no boilerplate, no up-sell.