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 Engineer·Bengaluru, Karnataka
View WorkResume

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
CodeLive
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
Code
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
Code
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
Code
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Experience

Building real-world systems with measurable impact

Samsung PRISM

Research InternJan 2026 – 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 25–30s/page on CPU.
PythonYOLOv11EasyOCRPaddleOCRComputer VisionLaTeX

Centre for Development of Telematics (C-DOT)

Agentic AI Engineer InternOct 2025 – 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 – 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 — making nationwide operational deployment feasible.
Certificate
PythonXGBoostLSTMPandasTime SeriesFeature Engineering

Bhatiyani Astute Intelligence

Project InternMay 2025 – 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 — CGPA: 8.76/10

Bengaluru, Karnataka

Oct 2023 – July 2027

Delhi Public School

Higher Secondary Education

Bhopal, Madhya Pradesh, India

May 2023

Research

Publications and technical writing

Benchmarking Neural Architectures for Smartphone-Based Activity Classification

Co-Author — BiLSTM-Attention achieved 93.38% accuracy with 12.5× fewer parameters than Transformer·2025Paper

AI Hospital: Multi-Agent Medical Consultation System

Co-Author — IMCA architecture reducing token consumption by 81%, polyglot persistence with 9-specialty RAG·2025Paper

FileForge: Cloud-Native Distributed File Processing Platform

Co-Author — Near-linear throughput scaling with sub-50ms API latency via FastAPI, RabbitMQ, MinIO·2025Paper

Testimonials

What collaborators say

His performance was good and he was found to be sincere and hardworking.
Saurabh Basu·Scientist '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 Gupta·Dy. Director @ Central Water Commission

Achievements & Certifications

Recognition and verified skills

2nd Place in Karnataka — Rewind and Recode Hackathon

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

2025

CCNA: Introduction to Networks

Cisco — Networking fundamentals, IP addressing, and network infrastructure

Jun 2025

AI Agents Bootcamp

Udemy — Comprehensive training on building AI agents, RAG systems, and LLM applications

2025

Web Development Boot Camp

RVCE Coding Club — Full-stack web development fundamentals and modern frameworks

2024

CS50: Introduction to Computer Science

Harvard University — Foundational computer science and programming principles

2024

Practical Deep Learning for Coders

fast.ai — 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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