Abhyuday Sharma

Building Intelligent Systems.

Third-year CSE student at RV College of Engineering (CGPA: 8.76/10) with three production internships shipping real systems under deadline. Reduced SOC analyst triage time by 97% with a LangGraph automation backend; achieved 84.6% edit-distance accuracy on a document-to-LaTeX pipeline; deployed a multi-agent system serving live traffic on constrained hardware. Strong across backend APIs, distributed systems, and ML pipelines; picks up new stacks and ships fast.

Software EngineerยทBengaluru, Karnataka

Selected Work

Production-grade AI systems and agentic workflows

Multi-Agent AI Hospital Simulation

Multi-Agent AI Hospital Simulation

Async FastAPI backend with JWT auth, LangGraph state machine with conditional routing across GP, specialist, and helper agents, real-time SSE streaming to React frontend; serves live production traffic on a 4GB DigitalOcean droplet.

FastAPILangGraphPostgreSQLReact+3
AI-Lawyer Legal Case Platform

AI-Lawyer Legal Case Platform

Comprehensive legal case management system with ML classification, LangGraph agents, RAG retrieval, and Telegram bot integration.

PythonFastAPILangGraphReact+3
PostDisaster AI Agentic Alert System

PostDisaster AI Agentic Alert System

Full-stack disaster response system analyzing satellite imagery with Gemini Vision and 5 specialized CrewAI agents.

PythonCrewAIFastAPIReact+1
HAR Deep Learning Comparison

HAR Deep Learning Comparison

Research study comparing CNN-LSTM, BiLSTM, Attention, and Transformer architectures for Human Activity Recognition on UCI-HAR dataset.

PythonPyTorchDeep LearningTransformers

Experience

Building real-world systems with measurable impact

Samsung PRISM

Research InternJan 2026 โ€“ Present

Bengaluru, India

  • Achieved 84.6% edit-distance accuracy (Levenshtein) on mixed-content IEEE two-column documents (text, figures, formulas) CPU-only via a 4-stage pipeline: 7-step CV normalization (Fidelity Twin dual-output architecture), fine-tuned YOLOv11n layout detector (11 classes, DocLayNet), class-aware model routing, and LaTeX assembly with two-column paracol support.
  • Implemented class-aware specialist routing per detected region: EasyOCR for rich text, Texo (sub-50ms) for mathematical formulas, and TATR + PaddleOCR for tables with HTML-to-LaTeX conversion; reading-order reconstruction via gutter detection and Y-axis clustering; end-to-end latency 25โ€“30s/page on CPU.
PythonYOLOv11EasyOCRPaddleOCRComputer VisionLaTeX

Centre for Development of Telematics (C-DOT)

Agentic AI Engineer InternOct 2025 โ€“ Dec 2025

New Delhi, India

  • Architected a distributed LangGraph-orchestrated SOC automation backend integrating correlated multi-host log sources; deployed as Dockerized microservices with Streamlit analyst dashboard, reducing manual triage time by 97%.
  • Built a hybrid RAG retrieval layer over a 350-entry threat intelligence KB achieving full recall on indexed queries; system executed multi-step reasoning across chained security workflows without human intervention.
Certificate
PythonLangGraphChromaDBDockerStreamlitRAG

Central Water Commission (SWRMO Division)

Data Science InternAug 2025 โ€“ Sep 2025

New Delhi, India

  • Matched prior LSTM benchmark (88.15% accuracy, MAE = 0.0942m) using XGBoost with lag, rolling, and cyclic feature engineering on IMD rainfall data at substantially lower inference compute โ€” making nationwide operational deployment feasible.
Certificate
PythonXGBoostLSTMPandasTime SeriesFeature Engineering

Bhatiyani Astute Intelligence

Project InternMay 2025 โ€“ Jul 2025

Bengaluru, India

  • Built an offline NFC-based tap-to-pay wallet for visually impaired users using ESP32-S3, ESP-IDF, and AES encryption
  • Integrated haptic PIN entry for 2FA, EEPROM-backed credential storage, and physical key support for secure screenless transactions
ESP32ESP-IDFC/C++NFCAES EncryptionEmbedded Systems

Education

RV College of Engineering

B.E. Computer Science & Engineering โ€” CGPA: 8.76/10

Bengaluru, Karnataka

Oct 2023 โ€“ July 2027

Delhi Public School

Higher Secondary Education

Bhopal, Madhya Pradesh, India

May 2023

Research

Publications and technical writing

Testimonials

What collaborators say

His performance was good and he was found to be sincere and hardworking.
Saurabh BasuยทScientist 'E' & Group Head, DSA-ESOC @ C-DOT (Centre for Development of Telematics)
During the training his performance and behaviour was found to be excellent.
Sachin GuptaยทDy. Director @ Central Water Commission

Achievements & Certifications

Recognition and verified skills

2nd Place in Karnataka โ€” Rewind and Recode Hackathon

IIIT Bhubaneswar โ€” Secured 2nd position in Karnataka for presenting Multi-Agent AI Hospital Simulation

2025

CCNA: Introduction to Networks

Cisco โ€” Networking fundamentals, IP addressing, and network infrastructure

Jun 2025

AI Agents Bootcamp

Udemy โ€” Comprehensive training on building AI agents, RAG systems, and LLM applications

2025

Web Development Boot Camp

RVCE Coding Club โ€” Full-stack web development fundamentals and modern frameworks

2024

CS50: Introduction to Computer Science

Harvard University โ€” Foundational computer science and programming principles

2024

Practical Deep Learning for Coders

fast.ai โ€” Practical deep learning with PyTorch and modern architectures

2024

Stack

Technologies I work with daily

Languages & Frameworks
PythonCJavaScriptTypeScriptSQLHTML/CSSLangGraphLangChainRAGPyTorchXGBoostScikit-learnHuggingFace TransformersCNNsLSTMsPandasNumPyFastAPI (REST, JWT, SSE)Node.jsExpress.jsFlaskStreamlitReactViteEventSource APIPythonCJavaScriptTypeScriptSQLHTML/CSSLangGraphLangChainRAGPyTorchXGBoostScikit-learnHuggingFace TransformersCNNsLSTMsPandasNumPyFastAPI (REST, JWT, SSE)Node.jsExpress.jsFlaskStreamlitReactViteEventSource API
Tools & Infrastructure
PostgreSQLMongoDBSQLAlchemyChromaDBDockerKubernetesGitGitHub ActionsAWS (EC2, S3)AzureDigitalOceanGunicornNginxsystemdLinuxData Structures & AlgorithmsSystem DesignOOPOSDBMSComputer NetworksPostgreSQLMongoDBSQLAlchemyChromaDBDockerKubernetesGitGitHub ActionsAWS (EC2, S3)AzureDigitalOceanGunicornNginxsystemdLinuxData Structures & AlgorithmsSystem DesignOOPOSDBMSComputer Networks

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