SHUBHAM.AI // ARCHITECTUREAI/ML SPECIALIST

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SHUBHAM.AI // NEURAL KERNEL
FRAME 001 / 169
KR MANGALAM UNIVERSITY • B.TECH CSE (AI & ML)
Hello! I'm

SHUBHAM
SHARMA

BE THE EXCEPTION. AI/ML Engineer passionate about Machine Learning, Deep Learning, NLP, and Generative AI — fine-tuning intelligent models that learn, adapt, and scale.

CORE SPECIALIZATION
SYS // ACTIVE

Generative AI &

AI / MLENGINEER
Generative AI
LLMs & RAG
Machine Learning
Deep Learning
NLP & Vision
CNNs & OpenCV
GCP & Azure AI
Cloud & APIs
KR Mangalam University
B.Tech AI/ML
SHUBHAM SHARMA // PORTFOLIO
SYSTEMS // INFERENCE MATRIX
FRAME 001 / 169
COGNITIVE CORE // SHUBHAM.AI
SHUBHAM.AI // NEURAL DIAGNOSTICS

Engineering intelligence with precision & speed.

From analyzing conversational data with LLMs and building microgravity RAG search engines, to developing real-time computer vision and IoT systems — every model is built for high accuracy and scalable execution.

Core SpecializationAutonomous Agents & PromptOps
GenAI & LLMs
Neural Models TrainedPyTorch, CNNs, OpenCV & NLP
35+ Architectures
Hackathon AwardsNational Tech Day 1st Prize, etc.
5+ Championships
Classification PrecisionProduction ML Pipelines
94%+ Avg. Accuracy
ENGINEERING PROFILE

Architecting The Future Of Autonomous Systems

Specialized in bridging the gap between raw neural research and scalable, production-ready Generative AI platforms.

Shubham Sharma

AI/ML Specialist & PromptOps Engineer

I’m a B.Tech Computer Science (AI & ML) student at KR Mangalam University (2023–2027) passionate about exploring how Artificial Intelligence can solve complex real-world problems and enhance human capability.

I specialize in Generative AI, Deep Learning, and Natural Language Processing — designing autonomous agent workflows, fine-tuning neural architectures, standardizing prompt engineering pipelines, and building scalable production systems.

35+
AI Models & Architectures
5+
Hackathon Awards
94%+
Model Classification Avg.

Academic Journey

2023–2027

KR Mangalam University

B.Tech Computer Science (AI & ML)

Active Undergraduate Scholar

Championship Records

National & University Level

  • National Technology Day
    1st Prize Winner 🏆
  • RoboRush 1.0
    Top Innovation Award 🏆
  • Hack KRMU 4.0
    Hackathon Finalist 🏆
  • Code for Bharat
    AI Track Honoree 🏆
  • Adobe Hackathon
    Recognized Project 🏆
01 // DISCIPLINE

Generative AI & LLMs

Autonomous agents, LangChain/LlamaIndex pipelines, prompt engineering, RAG systems, and conversational intelligence.

LLMsRAGLangChain
02 // DISCIPLINE

Deep Learning & Vision

Convolutional Neural Networks, real-time object detection, media forensics, OpenCV pipelines, and edge deployment.

PyTorchOpenCVCNNs
03 // DISCIPLINE

NLP & Language Models

Text classification, entity extraction, sentiment analysis, semantic vector search, and tokenization algorithms.

NLPVector DBsScikit-Learn
04 // DISCIPLINE

IoT & Smart Systems

Hardware telemetry integration, real-time sensor analytics, environmental forecasting, and automated alert systems.

IoT TelemetryPredictive MLSensor APIs
SYSTEM DEPLOYMENTS

Featured Projects

12 Production architectures spanning autonomous multi-agent pipelines, RAG systems, and computer vision models.

IoT & Computer VisionPROJECT 01 / 12

AI-Based Smart Eco Air Pollution Control System

An intelligent IoT and Machine Learning environmental system that monitors real-time air quality data and triggers automated eco-control responses to mitigate urban pollution.

Key Capabilities & Architecture:

  • ›Monitors real-time air quality data (AQI, PM2.5, PM10) and triggers automated eco-control responses.
  • ›Applied predictive ML models to forecast pollution spikes and environmental anomalies.
  • ›Designed automated alert thresholds and hardware actuation for real-time hazardous AQI mitigation.
IoTMachine LearningPythonSensor APIsPredictive MLHardware Telemetry
RUNTIME // ACTIVENEURAL ENGINE
IoT + ML System

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
IoT & Computer VisionPROJECT 02 / 12

Deepfake Detection & Media Forensics

Deep neural network system trained to detect manipulated facial features, synthetic voice artifacts, and generative media alterations in high-resolution video frames.

Key Capabilities & Architecture:

  • ›Analyzes spatial artifacts and temporal inconsistencies across high-resolution video frames.
  • ›Robust binary & multi-class classification identifying AI-manipulated and synthetically generated media.
  • ›Trained on extensive benchmark facial manipulation datasets with high precision.
Deep LearningCNNsComputer VisionPyTorchMedia ForensicsPython
RUNTIME // ACTIVENEURAL ENGINE
Deep Learning Security

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Generative AI & AgentsPROJECT 03 / 12

PromptOps-AI — Enterprise Prompt Engineering

Advanced prompt operations platform automating prompt testing, versioning, chain-of-thought benchmarking, and output quality optimization for enterprise LLMs.

Key Capabilities & Architecture:

  • ›Automated prompt evaluation pipelines testing response consistency, latency, and token efficiency.
  • ›Designed structured prompt templates and chain-of-thought workflows for enterprise LLM tasks.
  • ›Standardized prompt performance benchmarks across multiple foundation models.
Generative AIPrompt EngineeringLLMsPythonLangChainEvaluation Metrics
RUNTIME // ACTIVENEURAL ENGINE
Prompt Engineering Platform

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Generative AI & AgentsPROJECT 04 / 12

AI-Powered Expense Tracker with CFO Alerts

Personal finance intelligence system leveraging machine learning to evaluate transaction spending patterns, forecast budgets, and generate LLM-based financial summaries.

Key Capabilities & Architecture:

  • ›Built a personal finance system using ML to analyze spending patterns and generate LLM-based budget summaries.
  • ›Automated budget overrun alerts; reduced manual expense review time by ~50%.
  • ›Engineered structured financial report generation with predictive trend analysis.
Machine LearningLLMsFinancial NLPPythonData AnalyticsBudget Alerts
RUNTIME // ACTIVENEURAL ENGINE
Financial AI & Analytics

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Generative AI & AgentsPROJECT 05 / 12

Customer Intelligence Email Automation Agent

Autonomous customer intelligence agent analyzing incoming emails for sentiment and context, retrieving relevant knowledge base data, and drafting smart contextual responses.

Key Capabilities & Architecture:

  • ›Analyzes customer sentiment, tone, and inquiry intent in real-time.
  • ›Generates contextual, high-accuracy email drafts for rapid team review and approval.
  • ›Enhances customer support satisfaction with instant, verified contextual answers.
AI AgentsLLMsEmail AutomationNLPCustomer IntelligencePython
RUNTIME // ACTIVENEURAL ENGINE
Autonomous Email Agent

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
IoT & Computer VisionPROJECT 06 / 12

Facial Emotion Detection using Deep Learning & OpenCV

Real-time Convolutional Neural Network (CNN) emotion recognition architecture built for live camera video processing and high-precision emotion classification.

Key Capabilities & Architecture:

  • ›Designed a real-time CNN-based emotion recognition system for live video processing using OpenCV.
  • ›Optimized for low-latency deployment across 7 distinct facial emotion categories.
  • ›Integrated face detection Haar cascades and deep feature extraction pipelines.
Deep LearningCNNOpenCVComputer VisionPythonReal-Time Video
RUNTIME // ACTIVENEURAL ENGINE
Deep Learning & Vision

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Machine Learning & NLPPROJECT 07 / 12

Space Biology Knowledge Engine

Retrieval-Augmented Generation (RAG) platform indexing dense NASA and international space biology research datasets for interactive microgravity scientific exploration.

Key Capabilities & Architecture:

  • ›Vector embedding search and LLM query answering over dense space biology datasets.
  • ›Fast contextual retrieval for scientific literature and microgravity experimental findings.
  • ›Built interactive query interface for complex biological domain exploration.
RAGVector DBPythonNLPSemantic SearchLLMs
RUNTIME // ACTIVENEURAL ENGINE
Space Biology RAG

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
IoT & Computer VisionPROJECT 08 / 12

Train Accident Prevention Safety System

Automated railway safety system leveraging computer vision and sensor telemetry to detect track obstacles, signal irregularities, and trigger collision prevention safeguards.

Key Capabilities & Architecture:

  • ›Real-time video analysis for track obstruction detection and automated alarm triggers.
  • ›Integrated sensor metrics to forecast track safety and prevent catastrophic collisions.
  • ›Designed low-latency fail-safe notification triggers for railway operations.
Computer VisionObject DetectionIoTMachine LearningPythonSafety Systems
RUNTIME // ACTIVENEURAL ENGINE
Safety & Object Detection

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Machine Learning & NLPPROJECT 09 / 12

Resume Candidate Screening System using Machine Learning

End-to-end recruitment intelligence system automating resume parsing, skill matching, candidate ranking, and domain experience evaluation using NLP algorithms.

Key Capabilities & Architecture:

  • ›Automated candidate evaluation and qualification matching with 92%+ classification accuracy.
  • ›Extracted technical skills, certifications, and domain experience from unstructured resumes.
  • ›Reduced manual recruitment shortlisting overhead by 80%+ with automated candidate ranking.
Machine LearningNLPScikit-LearnTF-IDFPythonStreamlit
RUNTIME // ACTIVENEURAL ENGINE
ML Recruitment Classifier

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Machine Learning & NLPPROJECT 010 / 12

Support Ticket Classification & Prioritization using ML

Automated NLP classification pipeline categorizing customer support queries, detecting sentiment urgency, and routing high-priority tickets to specialized response teams.

Key Capabilities & Architecture:

  • ›Multi-class text classification categorizing issues and assigning priority urgency in real-time.
  • ›Significantly reduced customer ticket triage time and manual routing errors.
  • ›Optimized customer resolution response workflows with automated tagging.
NLPText ClassificationMachine LearningScikit-LearnPythonPandas
RUNTIME // ACTIVENEURAL ENGINE
NLP Ticket Classifier

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Generative AI & AgentsPROJECT 011 / 12

Personal Voice AI Assistant (N8N, Lovable, ElevenLabs)

Multimodal AI personal assistant integrating N8N workflow automation, Lovable modern user interface, and ElevenLabs ultra-realistic neural voice generation.

Key Capabilities & Architecture:

  • ›End-to-end voice conversation with ultra-realistic text-to-speech neural synthesis.
  • ›N8N workflow automation coordinating calendar, tasks, and dynamic API integrations.
  • ›Clean interactive frontend interface crafted with Lovable and responsive WebSockets.
N8NLovableElevenLabsVoice AIWorkflow AutomationWebhooks
RUNTIME // ACTIVENEURAL ENGINE
Multimodal Voice AI

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
Generative AI & AgentsPROJECT 012 / 12

AI Lead Generation & Enrichment Automation

Autonomous pipeline automating prospective lead discovery, web data scraping, contact enrichment, and AI-personalized outreach email generation.

Key Capabilities & Architecture:

  • ›Automated prospect discovery and contact data extraction from public web directories.
  • ›Integrated LLM prompts to generate personalized, high-conversion outreach copy.
  • ›Streamlined business development workflows with automated lead scoring.
AI AgentsWeb ScrapingPythonLLMsAutomated PipelinesOutreach
RUNTIME // ACTIVENEURAL ENGINE
Autonomous AI Agent

Verified production AI architecture with deterministic execution and low-latency throughput.

ExecutionProduction ML
Telemetry100% Verified
PROFESSIONAL TIMELINE

Experience & Milestones

A scroll-linked chronicle of engineering leadership, production architectures, and shipped platforms.

CHRONICLE FOCUS:VaultofCodes(JUN 2026 — PRESENT)
JUN 2026 — PRESENTActive Role
3 mos · Present

AI & Prompt Engineering

VaultofCodes · Internship· Delhi, India · Remote

Designing cutting-edge Generative AI workflows, prompt optimization strategies, and LLM automation pipelines to build intelligent, autonomous AI solutions.

›Engineered structured prompt templates and chain-of-thought workflows for LLM tasks.
›Fine-tuned model response parameters for higher accuracy and semantic consistency.
›Developed automated workflows integrating LLM endpoints with modern web apps.
Generative AIPrompt EngineeringLLMsPythonAI Pipelines
AUG 2025 — NOV 2025
4 mos

Green Intern – Sustainability & Climate Action

1M1B (1 Million for 1 Billion) · Internship· Remote

Leveraged data analytics and technology frameworks to drive measurable sustainability outcomes aligned with UN Sustainable Development Goals (SDGs).

›Analyzed climate impact metrics and presented actionable insights on green initiatives.
›Collaborated on youth-driven sustainability frameworks recognized by global partners.
›Spearheaded community-level environmental awareness programs powered by data insights.
Data AnalyticsSustainabilityUN SDGsClimate ActionResearch
SEP 2025 — OCT 2025
2 mos

Internship on Conversational Data Analysis with LLMs

Vodafone Idea Foundation · Internship· Remote

Conducted conversational data analysis, intent classification, and prompt evaluation utilizing modern Large Language Models and NLP frameworks.

›Built conversational analytics pipelines extracting key user sentiment, dialogue flow, and intent patterns.
›Evaluated LLM reasoning accuracy, prompt effectiveness, and semantic consistency across datasets.
›Formulated prompt optimization benchmarks to improve conversational agent accuracy.
LLMsConversational AIPrompt EngineeringNLPData Analysis
JUL 2025 — AUG 2025
2 mos

AI/ML Intern

InternPro · Internship· Remote

Engineered intelligent machine learning systems and Natural Language Processing pipelines to solve domain-specific data challenges.

›Architected and deployed an AI-Powered Resume Screening & Parsing System under mentorship.
›Evaluated candidate scoring accuracy using advanced NLP similarity metrics and tokenization algorithms.
›Strengthened practical problem-solving and automated AI pipeline development.
Machine LearningNLPPythonScikit-LearnResume Parsing
APR 2025 — MAY 2025
2 mos

AI & Machine Learning Intern

Edunet Foundation · Internship· Remote

Intensive artificial intelligence internship focusing on core machine learning algorithms, deep neural network fundamentals, and responsible AI practices.

›Developed end-to-end ML classification and sentiment analysis models using Python and Scikit-Learn.
›Integrated predictive models with cloud services on Microsoft Azure (AICTE initiative).
›Applied AI principles towards sustainability use cases aligned with UN SDGs.
Machine LearningPythonMicrosoft AzureSentiment AnalysisResponsible AI
DEC 2024 — MAR 2025
4 mos

Former Founder & Product Manager

Aangan Market · Self-employed· Delhi, India

Founded and operated an independent Shopify-based e-commerce store (Aangan Market), managing the complete product roadmap, UI/UX, and business lifecycle.

›Managed end-to-end product listing, pricing strategy, inventory automation, and customer experience.
›Executed digital marketing via social media, WhatsApp campaigns, and promotional channels.
›Achieved 30% monthly sales growth during active operation.
Product ManagementShopifyE-CommerceDigital MarketingOperations
2023 — 2027
4 yrs (Ongoing)

B.Tech Computer Science (AI & ML)

KR Mangalam University · Undergraduate Degree· Gurugram / Greater Delhi, India

Specialized degree focusing on Artificial Intelligence, Machine Learning, Deep Neural Networks, Advanced Data Structures, and Computer Vision.

›Maintained top academic standing across AI/ML specialized tracks and lab coursework.
›Represented university at national hackathons, securing 5+ championship honors.
AI/ML CoreData StructuresNeural NetworksMathematics for ML

Skills & Toolsets

PANEL 01
96% Specialization

Generative AI & LLMs

Engineering structured prompt pipelines, chain-of-thought workflows, RAG embeddings, and autonomous agent orchestration.

Prompt Optimization & Ops96%
LangChain & LlamaIndex94%
RAG & Vector Embeddings92%
Autonomous Agents (N8N)94%
PANEL 02
95% Precision Rate

Deep Learning & Vision

Developing real-time Convolutional Neural Networks, Deepfake detection pipelines, and computer vision classification.

PyTorch & Deep Neural Nets94%
OpenCV & Real-Time Video92%
Deepfake Detection & Defense95%
Scikit-Learn & Predictive ML92%
PANEL 03
Multi-Cloud Certified

Cloud & Data Systems

Deploying scalable AI microservices on multi-cloud infrastructure with interactive real-time user interfaces.

Google Cloud (Vertex AI / GCP)92%
Microsoft Azure AI Services90%
FastAPI & Python Microservices94%
Next.js, React & TypeScript90%
COMMUNICATION CHANNEL

Initialize Collaboration

Whether you're exploring autonomous agent systems, AI consulting, or full-time roles — let's build the future of intelligence together.

DIRECT TRANSMISSION

Let's Connect

Reach out directly via email or connect across professional networks.

Primary Inbox
shubhamramdhiraj@gmail.com
Greater Delhi Area, India • Open Worldwide
Open to AI/ML & Generative AI Roles

Dispatch Message

Send a direct inquiry or technical proposal.