Professional Experience & Shipped Systems
Founding Engineer
Hire a Human (hire-a-human.app) • Production Hiring Platform
- Cut Technical Screening Time from 15 min to <1 min: Architected a hierarchical multi-agent system (LangGraph + LangChain) that autonomously evaluates candidate GitHub repositories, LeetCode metrics, and resumes against target job specs via 2 custom MCP servers.
- Sub-700ms Multilingual Voice Agent: Shipped a production voice AI agent supporting 11 languages with ~700ms time-to-first-audio combining Silero VAD and BVC noise cancellation on LiveKit Cloud with Twilio telephony.
- PMF & Recruiter Validation: Validated with 44 real users (38 software engineers, 6 HR recruiters), confirming the verified-skills approach solves genuine pain points over resume keyword filtering.
- Full-Stack Architecture: Solo-owned architecture, backend, recruiter report generation pipeline, and full-stack React frontend deployment on Vercel.
PythonLangGraphLangChainFastMCPFastAPILiveKitTwilioReactVercel
Full Stack AI Engineer Intern
Maurice Engineering Works • Indore, India
- Saved 50 hrs/week Accounting Overheads: Built a Supabase-based financial tracking system that automated end-to-end GST billing and expense workflows for a manufacturing client.
- Eliminated 25 hrs/week Manual Data Entry at 95% Accuracy: Built an OCR pipeline (Python, FastAPI) processing 50 handwritten GST bills daily, automatically resolving bank names and addresses from IFSC codes directly into Excel.
PythonFastAPISupabaseOCRReactTypeScriptREST APIs
Key Independent AI Projects
D2C AI Employee
- Built a guardrail-gated margin-leak detection system across Shopify, Razorpay, Shiprocket, and Meta Ads, invoking the LLM only when breach thresholds (e.g. RTO rate >20%) are crossed.
- Delivered an analytics chat layer answering revenue and ROAS queries with 98% verifiable response accuracy via 8 FastMCP tools mapping stats back to SQL source rows.
PythonFastAPILangChainFastMCPSQLSupabase
Offline Medical RAG System
Harrison's Principles of Internal Medicine Q&A
- Built a 100% offline, privacy-first RAG pipeline over 2,000+ pages (~3,000 text chunks) of Harrison's Internal Medicine using ChromaDB and local Mistral 7B embeddings via Ollama.
- Developed 6 custom FastMCP tool servers with citation-backed retrieval, improving reliability through iterative prompt refinement and LLM feedback loops.
PythonChromaDBLangChainFastMCPOllamaMistral 7B
Education & Professional Certifications
- Acropolis Institute of Technology and Research, Indore, India: B.Tech in Computer Science & Engineering (Aug 2023 – Jun 2027) • CGPA: 7.53
- DataCamp Certified AI Engineer: Certified in applied AI engineering, LLM workflows, and vector systems (2025).
- NPTEL Database Management Systems (DBMS): Certified in database architecture, indexing, and SQL optimization (2025).
- LeetCode: 313+ Solved (139 Easy, 160 Medium, 14 Hard) • profile at leetcode.com/u/sanskaragrawal/
7+ Hackathon Championships & Awards
- 🥇 1st Place — HackWave 2.0 (36-Hour National AI Hackathon, Team Lead Quad Binary)
- 🏆 Winner — UiPath Automation Challenge (Autonomous RPA & AI Decision Workflows)
- 🥇 1st Place & Leadership Award — IEEE Student Branch AI for Impact
- 🌟 Best Problem-Solving Approach (LogicLegend) — AI Manthan National Hackathon
- 🥇 1st Place — Innovate Expo (Tech-o-tsav National Technical Festival)
- 🥇 1st Place — Web Design Showcase (Tech-o-tsav Frontend Engineering)
- 🏅 Top 10 Finalist (350+ Teams) — MUJHacks 3.0 (Manipal University Jaipur)
Recruiter & Hiring Evaluation Guide
Why should engineering leaders and recruiters hire Sanskar Agrawal?
Sanskar combines applied AI expertise (LangGraph, custom MCP servers, RAG, voice agents) with solid backend engineering (Python, FastAPI, Supabase, PostgreSQL) and demonstrated full-stack ownership. Every project he lists is a functional, shipped system with measurable business metrics rather than conceptual demos.
What roles and engagement types is Sanskar available for?
Available for Full-Time roles, Contract/Freelance projects, and Technical consulting. Target titles include: Applied AI Engineer, Agentic AI Systems Architect, Backend AI Engineer, Full-Stack AI Developer, and RAG/Voice AI Specialist.
Is Sanskar available for global remote roles?
Yes. Sanskar works comfortably with remote teams worldwide across US, European, APAC, and Indian time zones with proven asynchronous communication and high autonomy.
Let's Connect & Build Together
Get in touch for interview requests, technical discussions, or consulting opportunities.