Sagnik Pramanik
Machine Learning
- FDE at Sync. (YC W24), a Google & YC-backed San Francisco Bay Area startup
- Worked with the US Government
- Winner of India's largest student hackathon
- Certified by AWS, Google, DeepLearning.AI, Stanford and more
- Mentored 30+ students and freelanced for 15+ clients across 6+ countries
- Published 2x Research Papers
Experience
Projects
DeHazeXpert
The world's first real-time, on-device video dehazing/desmoking engine - for firefighting, autonomous vehicles & drones.
The world's first real-time video dehazing and desmoking engine - clears smoke, haze, and fog from a live feed entirely on-device. Achieves 150+ fps on 1080p at <30ms latency on GPU - built for firefighting drones and autonomous vehicles.
HireLens
Multi-Agentic AI platform that autonomously conducts end-to-end telephonic interviews using 5 specialized AI agents.
A multi-agent AI system where 5 specialized agents parse resumes, plan roadmaps, place live phone calls via Twilio, detect tampering, and deliver rubric-based hire verdicts - zero human in the loop.
Extracting Decision Rules from Neural Networks
Neural networks converted to if-else rules for 4x Speedup and 52% lesser memory requirements, for resource-constrained devices.
Deploys models on resource-constrained microcontrollers by converting neural networks into decision rules. Achieved 4x speedup and 52% less memory, with only 3% accuracy loss.
Dual-Hand Smart Gloves with AI
Translates ASL to speech in real time using wearable sensor gloves.
Wearable gloves with EMG, flex & IMU sensors that translate sign language to speech in real time. Features AI grammar correction for natural sentences and an Android app for control.
HealthAlign
Personalized healthcare powered by a custom fine-tuned & merged Llama3-8b model.
A custom-merged AI model fusing 3 fine-tuned Llama3-8b models via SLERP for personalized health assessments. Connects users with certified experts for tailored healthcare guidance.
Skills
Certifications
And more...