The Global Career Accelerator
The GRAMMYs Project — Website Audience Analysis
ID 125472643
SaatvikChoudhary
Founder of Kensridge Partners. Designs AI-inference silicon from scratch and ships production web platforms end to end.
Projects(34)
Every shipped project, across chip design, web, mobile and applied ML.
01 — Selected work01 / 06 · 2025 — 2026 · Silicon
AiToChip
Neural MAX & Neural 1 AI Inference Accelerators
From-scratch design of two custom AI-inference accelerator ASICs (datacenter + edge) with full RTL, simulation, and synthesis flows.
- Architected two custom AI-inference accelerator ASICs from scratch, a 720 mm2 datacenter chip (128 heterogeneous compute slots, 12x HBM3e, 600 W TDP) and a 69.7 mm2 edge chip, modeling 600 W-envelope throughput of 5,500-6,600 tok/s on a 30B-parameter MoE LLM.
- Built a Python RTL generator that compiles a chip specification into 7+ configuration-dependent Verilog modules, enabling one physical die to be re-targeted per model via firmware (SRAM partitioning, precision mode, per-slot power gating).
01 — Selected work02 / 06 · 2025 — 2026 · Web & Full-Stack
Full-stack AI productivity and CRM platform — productivityai.pro.
- Built a full-stack AI productivity and CRM platform (Next.js 15, Prisma, PostgreSQL) deployed continuously on Vercel over 93 commits.
- Cut query times ~40% and integrated an AI assistant, automated email/lead handling, and Slack-style collaboration.
01 — Selected work03 / 06 · 2026 · Web & Full-Stack
MarketPlace
Multi-Tenant E-commerce Platform
Production-ready multi-tenant marketplace with per-seller subdomains and role-based auth.
- Built a multi-tenant e-commerce marketplace on Next.js 15 with wildcard-subdomain routing, giving each seller an isolated storefront and the platform a SHA-256-hashed secret admin subdomain.
- Implemented role-based authentication (Admin/Seller/User) with NextAuth.js v5 and OAuth providers, backed by Upstash Redis for tenant data.
01 — Selected work04 / 06 · 2024 · ML Roots
PowerGrader
AI Automated Grading (SODA Hackathon)
Hackathon web app that auto-grades written student assignments, built by a 4-person team.
- Built PowerGrader at the SODA hackathon with a 4-person team: a Next.js + Flask + Firebase web app that automatically grades written (free-text) student assignments, addressing a gap in online-learning tools that only grade multiple-choice questions.
- Delivered a working end-to-end demo (student UI + grading backend) within the hackathon timeframe; project earned an external fork on GitHub.
01 — Selected work05 / 06 · 2026 · Client & Product
Velocity Silicon
Company Website
Marketing/product site for Velocity Silicon (the AI-chip venture behind AiToChip).
- Built and iterated (58 commits) the marketing site for an AI-chip venture, shipping continuously to Vercel.
01 — Selected work06 / 06 · 2024 — 2026 · Client & Product
Kensridge Partners
My Advisory Firm
The capital-introduction & fundraising advisory I founded and have run for 2+ years (kensridge.com).
- Founded and run Kensridge Partners, a boutique capital-introduction & fundraising advisory, for 2+ years (kensridge.com).
- Built and operate the firm’s marketing site in Next.js/TypeScript with MDX-driven content, plus its internal app and data platform.
Commits(1,097)
Across two GitHub accounts, active since 2022.
02 — Experience & about
Technical Lead Intern — APMAC Consulting
Sep 2025 – May 2026
Shipped core platform features across the full stack (Next.js, Python, AWS), owning architecture, UI design, testing, and production launch. Cut cloud spend ~$2K/month by redesigning CI/CD, hosting, and deployment infrastructure; built and launched AutoML workflows, chatbot integrations, and user-management systems.
Founder & Software Engineer — SocialScape Capital / Kensridge Partners
Jan 2023 – Present
Engineered an AI-powered lead-enrichment system (LangChain, SERP API, fine-tuned Llama) that automated prospect qualification — saving ~$40K in operational costs — then evolved it into an agentic CRM. Rebuilt the company platform in Next.js/TypeScript with Stripe payments and a Prisma-backed CRM; deliver AI-driven analytics (PyTorch, Rust) and maintain a secure PostgreSQL database for clients and backers including SparkLabs and Singularity Capital.
Software Intern — Practicine
Jun 2021 – Aug 2021
Developed the core iOS interface in Swift (UIKit) for a medical-learning platform and defined its UI/UX strategy, earning positive beta-tester feedback.
I design AI-inference silicon from scratch, most recently a two-tapeout accelerator program (AiToChip) spanning a 720 mm² datacenter chip and a compact edge chip, full RTL through synthesis, with a Python codegen layer that compiles a chip spec into configurable Verilog. Alongside the hardware, I ship production web platforms end to end: multi-tenant marketplaces, AI productivity SaaS, and the internal tools that run my own advisory firm.
My work spans two GitHub accounts active since 2022, 34 shipped projects across chip design, full-stack web, mobile, and applied ML, plus a hackathon grading tool that earned an external fork. I move comfortably across languages and stacks rather than staying in one lane.
Tapeouts(2)
A 720 mm² datacenter chip and a compact edge chip, RTL through synthesis.
03 — Skills8 disciplines
Hardware / Chip Design
Digital RTL design (Verilog / SystemVerilog)AI accelerator / ML inference architectureLogic synthesis (Yosys)Static Timing Analysis (STA)Physical design / floorplanning (Tcl flows)Memory hierarchy design (HBM3e, SRAM partitioning)Quantization (INT8/INT4/FP8/MXFP4) for inference
Languages
TypeScriptJavaScriptPythonVerilogRustC++C# / ASP.NETSQL (PostgreSQL, PLpgSQL)Swift
Web / Frontend
Next.js (App Router, 14/15)React (18/19)Tailwind CSSshadcn/uiAstroVite
Backend / Data
Node.js / ExpressPrisma ORMPostgreSQL (Neon, Supabase)FastAPI (Python)WebSockets (real-time fan-out)DuckDB (time-series)Redis (Upstash)NextAuth.js v5 (OAuth, RBAC)Multi-tenant / subdomain architectureWeb scraping / lead-data pipelinesData analysis (Pandas, Jupyter)
Mobile
React Native (Expo, cross-platform iOS/Android/Web)
AI / LLM
LLM application development (chatbots, agents)LangChain (agents, enrichment pipelines)PyTorchLLM inference serving / throughput modelingAI app builders (Base44)
Cloud / AWS
AWS CDK (infrastructure as code, TypeScript)Terraform (ECS deployments)Serverless (Lambda, AppSync, Step Functions)DynamoDB + Aurora Serverless v2 / pgvectorCognito (auth)Amazon Bedrock (Claude) for LLM orchestrationS3 + CloudFront
DevOps / Tooling
Git / GitHubVercel deploymentDockerCI gates / regression test suitesShell scripting, Makefiles
Languages(16)
Programming languages in production use.
04 — Certifications8 credentials · LinkedIn ↗
The Global Career Accelerator
Intel Project — Data Analysis for Sustainability
ID 120267912
The Global Career Accelerator
Coding for Data — Part 1
ID 118958613
Learning A-Z · Udemy
Hands-On Artificial Neural Networks
ID UC-23e1d21c-ea92-460e-842d-86cdc419b844
Learning A-Z · Udemy
Machine Learning — Python and R
ID UC-b0bc7020-756d-4892-827b-d27097298951
GameDev.tv · Udemy
Unreal Engine Multiplayer Master
ID UC-d06c8bbf-4445-46bf-a194-a6a3fca2dd74
GameDev.tv · Udemy
Unreal Engine Developer
ID UC-7f1af18a-7d03-4c69-aafc-97c7cd412a15
Udemy
C++ Online Course
ID UC-002727b6-5c45-4023-93c3-ea4df8184fdc
05 — All projects34 shipped since 2022
2026Market Terminal: Local-First Market-Intelligence DashboardNext.js 15 · TypeScript · react-grid-layout↗
2026EfficientAI: Usage Analytics for AI Coding AssistantsRust · TypeScript · React
2026StoryboardAI: AWS-Native RebuildAWS CDK (TypeScript) · AWS AppSync (GraphQL + sync) · AWS Lambda↗
2026MarketPlace: Multi-Tenant E-commerce PlatformNext.js 15 (App Router, Turbopack) · React 19 · NextAuth.js v5↗↗
Interactive version
See the rig this résumé lives in.
Every project is mounted on a real component of a PC build — GPU, RAM, storage — explorable in WebGL with a guided cinematic intro.
06 — Contact
Let’s talk.
Open to founding-engineer, chip-design, and full-stack roles — or just a conversation.
