Devansh
Shukla

Full-Stack AI Engineer building agentic systems, RAG pipelines, and real-time computer vision products that actually ship.

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About

I grew up in Gurgaon, surrounded by glass towers that touched the sky — monuments to ambition and relentless engineering. I used to look up and wonder what invisible systems made them alive. TNow, I build the intelligence inside them.

Currently engineering AI-driven compliance automation at Complai — end-to-end RAG pipelines that process complex legal documents for FinTech. Previously, I led computer vision at Smart Eye , shipping YOLO inference on Raspberry Pi for edge deployment.

I've entered 4 hackathons and won all 4 — from a first-timer's nerves in Mumbai to a 14-day enterprise sprint in Hyderabad that ended with a crystal trophy and a job offer. I also authored a research paper on credit risk drift, presented at the STELMAR Conference.

4/4
Hackathons Won
75%
Merit Scholarship
1
Research Paper
3
Professional Roles
Experience
Where I've Worked
Selected Work
Projects
01
Student React + Edge Monitor Gemini LLM Mind Maps Auto Quiz

AI-Powered Active Learning Platform

4-tier microservices platform orchestrating LLM-driven video summarization, mind-map generation, and automated assessments. Browser-native Edge Monitor uses MediaPipe WASM + DeepFace for real-time cognitive load tracking and engagement analysis.

02
Patient Doctor FastAPI RAG Engine InceptionV3 Verified DB 0 hallucinations

AyuAI — Neuro-Symbolic Health OS

Strict RAG pipeline grounding LLM dietary recommendations in verified Ayurvedic database — zero hallucinations. InceptionV3 food recognition for calorie tracking. Full system: patient app, doctor portal, video consultations, marketplace.

03
Camera Feed MediaPipe Pose Joint Angles Form Score Rep Counter + AI Diet

Aarohan — AI Sports Assessment

Sports biomechanics platform with computer vision and pose estimation for real-time form correction. Tracks joint angles, counts reps, and analyzes movement efficiency. Sports social feed + coaching management + AI diet planning.

04
NSE Data Risk Prefs Markowitz MVO Eff. Frontier Sharpe Opt. Optimal Portfolio

SIT Asset Allocation (DSFM)

Mean-variance portfolio optimization engine for Indian equities. Implements Markowitz Modern Portfolio Theory with efficient frontier computation, Sharpe ratio maximization, and real-time NSE data integration for asset allocation decision-making.

05
ESPN Weather Pitch Feature Engine XGBoost Ensemble → Dream11 XI

Fantasy 11 — Cricket Prediction

ML-powered fantasy cricket team predictor analyzing player form, pitch conditions, head-to-head stats, and weather data. XGBoost ensemble generates optimal Dream11 lineups with player-impact scoring.

06
Options Chain VIX Regime IV Surface GARCH LSTM Forecast

Options Bid/Ask Forecasting

End-to-end options pricing research combining VIX regime detection, GARCH volatility modeling, and LSTM deep learning to predict real-time bid/ask spreads with implied volatility surface reconstruction.

Competitions
4 Hackathons. 4 Wins.
Building under pressure, shipping under deadlines — every fight sharpened the craft.
Centific Premier Hackathon 2.0
Hyderabad · Apr–May 2026 · 14 Days
Enterprise Agentic AI for BFSI marketing. Autonomous agents that join meetings, parse context, generate execution plans with HITL checkpoints. Survived a 28-page BRD, 4AM architecture teardowns, and walked away with the crystal trophy + 6-month internship.
Team Aarohan · w/ Saloni Sharma, Ayush Thakre
Hack KRMU 5.0
K.R. Mangalam University · Feb 2026
AyuAI — complete Ayurvedic health OS with zero-hallucination RAG. Chose the problem nobody wanted, beat 250+ participants with the most complete system in the room.
Team Aarohan · w/ Aditya Yadav, Manthan Gohil, Mukul Yadav
DevXpo: Innovations Unplugged
NSUT, Delhi · Dec 2025
AI Sports Assessment — real-time pose estimation, form correction, and rep counting with MediaPipe + TensorFlow on React Native. Built by a national boxer and a badminton player.
Team Aarohan · w/ Aditya Yadav, Manthan Gohil
AI in Finance Hackathon
SPIT, Mumbai
LendSmart — microfinance for the unbanked. UPI spend tracking, bill monitoring, and CCTV-based shop assessment to replace credit history. Inspired by Muhammad Yunus. First hackathon, first win.
Team LendSmart · w/ Aditya Yadav
Publications
Research

Diagnosing Structural Drift in Credit Risk

STELMAR Conference · Paper Presentation · 2025

Authored paper analyzing temporal stability in loan defaults using Hazard Structure Drift Index (HSDI). Demonstrated how Random Survival Forests outperform Cox models in detecting non-linear risk shifts across shifting economic environments. Research funded by university seed grant.

Random Survival ForestHSDICredit RiskBML Munjal University
Education
Where I Studied
Toolkit
Technologies
PythonPyTorchTensorFlowLangChainRAG PipelinesGenAIAgentic AIComputer VisionYOLOMediaPipeOpenCVFastAPITransformersC++SQL PythonPyTorchTensorFlowLangChainRAG PipelinesGenAIAgentic AIComputer VisionYOLOMediaPipeOpenCVFastAPITransformersC++SQL
ReactDjangoNode.jsDRFDockerPostgreSQLAWSLinuxGitScikit-learnXGBoostPandasSupabaseSystem DesignMicroservices ReactDjangoNode.jsDRFDockerPostgreSQLAWSLinuxGitScikit-learnXGBoostPandasSupabaseSystem DesignMicroservices
Recommendations
What I read
Resources that shaped how I think about AI, systems, and engineering.