Aman Sachan
Data ScientistDon't bother
Member since June 21, 2026
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Don't bother
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
shwfs-ao-pipeline
June 16, 2026 – Present
End-to-end AO pipeline: SH-WFS centroiding (127x C speedup) → CNN/MMSE reconstruction (Strehl 0.9987) → LQG closed-loop control → SLODAR turbulence profiling | BAH 2026 Challenge #9
View Projectmosaic-compress
May 8, 2026 – Present
Fast compression that beats bz2 in speed AND ratio - byte-plane entropy transform + zstd
View ProjectGhostPilot
April 30, 2026 – Present
GPS-Denied Drone Navigation with Agentic AI - VINS-Mono + Nav2 + LLM Mission Parser
View Projectkvquant
April 30, 2026 – Present
Drop-in KV cache compressor for local LLM inference - Run 70B models on 8GB RAM
View Projectvoxelnav
April 30, 2026 – Present
Real-time semantic voxel mapping for ROS2 robots - 100ms latency on Jetson Nano
View Projectbitforge
April 30, 2026 – Present
🔥 Shrink any LLM to fit in your pocket - Auto-compress language models for microcontrollers
View ProjectCultural Fit Analysis
The candidate demonstrates a strong passion for complex technical challenges, particularly in AI, LLMs, and robotics, which aligns with an innovative and research-driven culture. However, the focus on personal projects without team-based experience or diverse industry applications might indicate a preference for individual contribution over collaborative environments. The breadth of skills is strong within their niche, but broader business context or cross-functional collaboration experience is not evident.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's profile primarily highlights technical project work without details on collaboration, problem-solving approaches, or communication styles.