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πŸ§‘β€πŸ’»About Yash Jain β€” Profile
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πŸ§‘β€πŸ’»
πŸ“ Roorkee, India
πŸŽ‚ 01/01/2003
Yash Jain
MCA Student Β· Full-Stack Dev Β· AI/ML Engineer Β· Gen AI Β· Salesforce Developer Β· Security Researcher
Profile Summary
MCA student and Full-Stack Developer with strong expertise in Artificial Intelligence, Machine Learning, Generative AI, and Salesforce Platform Development. Proficient in Python, Java, SQL, Apex (Salesforce), and modern web technologies with hands-on experience in building intelligent applications, scalable APIs, LLM pipelines, LWC components, and end-to-end CRM solutions.

Focus Areas
Full-Stack Dev Β· AI/ML Β· Generative AI Β· LLMs Β· RAG Β· Prompt Engineering Β· Salesforce (LWC/Apex/Flows) Β· Cybersecurity
MCAAI/ML Gen AICybersec Full-Stack☁️ Salesforce
PythonJavaJavaScript PyTorchLLMs RAGLangChain ReactJSFastAPI Cybersecurity ☁️ LWCApexTrailhead
8.93
MCA CGPA
6+
Projects
6+
Certifications
2
Publications
2
Internships
🎯 Status: Pursuing MCA @ TMU (CGPA: 8.93/10) | Open to Full-Time Roles & Internships
🌐 Online: LinkedIn Β· GitHub Β· HuggingFace πŸ€— Β· YouTube Β· Trailhead ☁️
πŸ“„ Profile loaded
TMU, Moradabad
🟒 Open to Work
πŸ“Projects β€” Yash_Jain\My Documents\Projects
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92% Acc
πŸ€– SmartLog AI
Intelligent log classification system using BERT and supervised learning. Automated log labeling, anomaly detection, and LLM-based contextual analysis of system events.
PythonBERTScikit-learnLLMsNumPy
✨ RAG Pipeline Demo
Retrieval-Augmented Generation pipeline using LangChain + FAISS. Ingests documents, creates embeddings, and answers domain-specific questions with LLM grounding.
LangChainFAISSOpenAI APIRAG
πŸ” CyberLens
Interactive cybersecurity learning platform demonstrating real-world threats and defense techniques. Visual simulations of attack scenarios and prevention strategies.
ReactJSViteJavaScriptCSS3
✍️ CodeVerse
Full-stack blogging platform with user auth, dynamic content management, interactive code snippets, REST API backend, and optimized frontend performance.
HTML/CSSReactJSFastAPIPostgreSQL
πŸ—ƒοΈ Virtual DB
Browser-based database simulation system. Execute SQL queries without local DB setup. Real-time query execution, result visualization, and schema designer.
DBMSSQLJavaScriptWeb Tech
πŸ–οΈ Gesture Recognition
Real-time Arduino-based hand gesture recognition using sensor data and ML models. Accurate gesture classification for human-computer interaction with 89% accuracy.
ArduinoSensorsMLPython
🧠 Prompt Engineering Toolkit
Collection of advanced prompt templates for GPT-4/Claude APIs β€” chain-of-thought, few-shot, ReAct patterns. Includes evaluation scripts and benchmarking tools.
GPT-4Prompt Eng.PythonAPI
☁️ Salesforce CRM Automation
Built a custom Salesforce CRM solution with LWC front-end components, Apex triggers, SOQL queries, and automated Flows for lead management and customer lifecycle tracking.
LWCApexSOQLFlows
πŸ€– Einstein AI Dashboard
Integrated Salesforce Einstein Prediction Builder with CRM Analytics to create AI-driven dashboards for sales forecasting, customer churn prediction, and next-best-action recommendations.
Einstein AICRM AnalyticsApex
🌐 Campus Network Simulation
Scalable campus network simulation with routers, switches, and VLAN segmentation using Cisco Packet Tracer. Secure, real-world enterprise network architecture.
Cisco PTVLANsNetworkingSecurity
10 objects
AI/ML Β· GenAI Β· Full-Stack Β· Salesforce Β· Networking
πŸ€–AI / ML Engineering β€” Yash Jain
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ModelsFrameworksDatasets

🧠 Machine Learning Expertise

Specialized in building, fine-tuning, and deploying ML/DL models from research to production. Experience with NLP, computer vision, and tabular data pipelines.
Deep Learning (PyTorch / TF)87%
NLP & Text Classification90%
Scikit-learn / Classical ML88%
Data Analysis (Pandas/NumPy)92%
Computer Vision (OpenCV)72%

πŸ”¬ Models & Architectures

πŸ“BERT / Transformers
🌲Random Forest / XGBoost
🧩CNNs / ResNet
⏱LSTM / RNN
πŸ“ŠK-Means / DBSCAN
πŸ”—SVM / Naive Bayes

πŸ† Notable AI/ML Projects

πŸ€– SmartLog AI β€” BERT-based Log Classifier
Accuracy: 92% | Fine-tuned BERT for multi-class log classification. Used Scikit-learn pipelines, feature engineering, LLM-based contextual tagging, and automated anomaly detection. Deployed via FastAPI endpoint.
πŸ–οΈ Gesture Recognition System
Accuracy: 89% | Real-time gesture classification using Arduino sensors + ML pipeline. Feature extraction from accelerometer data, trained SVM + Random Forest ensemble.

πŸ›  ML Stack

PyTorchTensorFlowScikit-learn HuggingFace πŸ€—PandasNumPy MatplotlibSeabornOpenCV NLTK / SpaCyJupyterKaggle
πŸ€– ML Expert
HuggingFace: Perfectyash
GitHub: yash343328
✨Generative AI β€” LLMs & RAG
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LLMsRAGAgentsTools

✨ Generative AI Stack

Working knowledge of LLM APIs, prompt engineering, RAG architectures, and deploying GenAI-powered applications. Active on HuggingFace as Perfectyash.
Prompt Engineering90%
LLM API Integration (OpenAI / Anthropic)85%
RAG (Retrieval-Augmented Generation)80%
LangChain / LlamaIndex78%
HuggingFace Transformers88%

πŸ”„ RAG Pipeline Architecture

πŸ“„ Documentsβ†’ βœ‚οΈ Chunkingβ†’ πŸ”’ Embeddingsβ†’ πŸ—„ Vector DBβ†’ πŸ” Retrievalβ†’ πŸ€– LLMβ†’ πŸ’¬ Answer

🧩 Prompt Engineering Patterns

πŸ”— Chain-of-Thought
Step-by-step reasoning prompts for complex multi-hop problems.
🎯 Few-Shot Learning
Providing examples in context to steer model behavior.
πŸ€– ReAct Agents
Reasoning + Acting loops for tool-use agents.
πŸ›‘οΈ Guardrails
Safety prompts, output validation, and structured JSON extraction.

πŸ›  Gen AI Toolbox

LangChainLlamaIndexHuggingFace πŸ€— OpenAI APIFAISSChromaDB OllamaStreamlitGradio GPT-4oClaude APIMistral
✨ Gen AI Engineer
HF: Perfectyash
RAG Β· Agents Β· LLMs
🌐Full-Stack Engineering β€” Tech Stack
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FrontendBackendDatabaseDevOps

🌐 Full-Stack Architecture

End-to-end development capability β€” from designing pixel-perfect UIs to building scalable REST APIs, integrating databases, and containerizing deployments.
🎨 Frontend Layer
Responsive, component-driven UIs with modern JavaScript frameworks. Strong HTML5/CSS3/JS fundamentals with ReactJS ecosystem expertise.
ReactJS / JSX82%
HTML5 / CSS3 / Tailwind88%
JavaScript (ES6+)80%
ReactJSViteHTML5 CSS3TailwindBootstrap
⚑ Backend Layer
RESTful API design and development with Python-first stack. Experience with authentication, middleware, and async operations.
FastAPI / Flask80%
REST API Design82%
Java (Spring basics)65%
FastAPIFlask PythonREST APIs JWT AuthPydantic
πŸ—„ Database Layer
Relational DB design, query optimization, and ORM usage. Experience with both SQL and NoSQL databases.
PostgreSQLMySQL SQLiteMongoDB SQLAlchemyFAISS (Vector)
πŸš€ DevOps & Tools
DockerGit GitHubLinux VS CodePostman VercelNetlify
🌐 Full-Stack Dev
React Β· FastAPI Β· PostgreSQL
βš™οΈSkills β€” System Properties
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πŸ’» Programming Languages

Python95%
JavaScript (ES6+)80%
Java75%
SQL82%

🌐 Frontend & Backend

ReactJS82%
HTML5 / CSS388%
FastAPI / REST APIs80%

πŸ€– AI / ML

PyTorch / TensorFlow87%
Scikit-learn88%
BERT / Transformers85%
Pandas / NumPy92%

✨ Generative AI

Prompt Engineering90%
LLM APIs (OpenAI/Anthropic)85%
LangChain / RAG80%
HuggingFace Transformers88%

πŸ” DevOps & Security

Docker / Git / GitHub80%
Network Security75%
Cisco Packet Tracer78%

☁️ Salesforce Platform

Lightning Web Components (LWC)78%
Apex Programming72%
SOQL / SOSL75%
Sales Cloud / Service Cloud70%
Flows / Process Builder72%
30+ skills listed
AI Β· GenAI Β· Salesforce Β· Full-Stack Β· Security
πŸŽ“Education β€” Academic Records
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2024 – 2026
πŸ› Teerthanker Mahaveer University
Master of Computer Applications (MCA)
Moradabad, Uttar Pradesh
CGPA (Till 3rd Sem): 8.93 / 10.0 ⭐
Focus: AI/ML, Full-Stack Development, Cloud Computing, Cybersecurity
2021 – 2024
πŸ› Quantum University
Bachelor of Computer Applications (BCA)
Roorkee, Uttarakhand
CGPA: 8.44 / 10.0
2021
🏫 Sarvagya Public School
Class XII β€” CBSE (PCM + CS)
Roorkee, Uttarakhand
Percentage: 92%
2019
🏫 Sarvagya Public School
Class X β€” CBSE
Roorkee, Uttarakhand
Percentage: 86.8%
4 records
Consistent Academic Excellence
πŸ’ΌWork Experience β€” Internships
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Jun 2025 – Jul 2025
πŸ”¬ Intern β€” DBMS Virtual Labs
Virtual Labs, IIT Roorkee (Indian Institute of Technology)
  • Designed and documented DBMS experiments for virtual lab environments
  • Simulated and visualized database operations using web technologies
  • Prepared detailed theory, objectives, procedures, and assessments
  • Collaborated with researchers and faculty to ensure educational accuracy
May 2025 – Jul 2025
πŸ›‘οΈ Cyber Security Analyst
CYNDIA CYBERSPACE LLP
  • Researched emerging cybersecurity threats and modern defense frameworks
  • Authored technical blogs and collaborated with industry experts
  • Provided research-driven insights for proactive cyber defense strategies
  • Analyzed threat intelligence reports and vulnerability disclosures
2 positions
IIT Roorkee Β· Cybersecurity
πŸ†Certifications β€” Credentials
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Power Programmer Virtual Experience Program
Infosys Β· Industry Experience Β· Full-Stack
🌐
Python Essentials 2
Cisco Β· Programming Fundamentals Β· Networking Academy
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CS205 – Building with Artificial Intelligence
Saylor Academy Β· AI Development Β· ML Applications
πŸ”
CS406 – Information Security
Saylor Academy Β· Cybersecurity Β· Network Defense
☁️
Salesforce LWC (Lightning Web Components) with Live Project
Udemy Β· Salesforce Development Β· Cloud CRM Β· Apex Integration
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Certificate Course on Robotic Process Automation (RPA)
Honeywell & ICT Academy Β· Automation Β· AI Workflows
✨
Generative AI for Beginners
Microsoft Learn Β· LLMs Β· Prompt Engineering Β· RAG
7 certifications
Infosys Β· Cisco Β· Saylor Β· Microsoft
⭐Achievements β€” Leadership & Awards
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President β€” CODEX Technical Club, TMU
Teerthanker Mahaveer University Β· 2024–2025
Led technical club by organizing coding workshops, AI/ML hackathons, and guest lecture series. Mentored 50+ students in project development, improving technical participation by 40%.
⚑
Core Organizer β€” Internal Hackathon
TMU Β· February 2025
Co-organized university-level hackathon with 100+ participants. Managed event execution, participant coordination, judging panel, and prize distribution.
πŸ€—
HuggingFace Model Contributor
HuggingFace Hub Β· Profile: Perfectyash Β· 2024–Present
Published ML models and datasets on HuggingFace Hub. Contributing to the open-source AI community with fine-tuned transformers and NLP tools.
🏏
Cricket Team Head
College Cricket Team Β· 2022–2023
Led and managed college cricket team, coordinating training sessions and match strategies. Demonstrated leadership and team management skills.
4 achievements
Leadership Β· Open Source Β· Sports
πŸ“Publications β€” Research & Articles
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πŸ“° PUBLICATIONS β€” Yash Jain Published on: Cyber Unfolded ================================ [1] The Silent Hacker: Understanding Fileless Malware and How It Bypasses Modern Defenses ───────────────────────────────────────────── Published: June 2025 | Cyber Unfolded Tags: Cybersecurity, Malware Analysis, AI Defense Explored advanced fileless malware techniques and their ability to evade traditional security mechanisms. Highlighted modern AI-driven defense strategies against sophisticated threats. [2] The Role of Programming Languages in Modern Cyber Attacks: Weaponization & Defense 2025 ───────────────────────────────────────────── Published: May 2025 | Cyber Unfolded Tags: Cybersecurity, PL Security, GenAI Threats Analyzed how programming languages are leveraged in cyber attacks. Discussed LLM-generated exploit risks and AI-powered defensive approaches. ================================ Total Publications: 2 Focus: Cybersecurity Research Platform: Cyber Unfolded
2 publications
Cyber Unfolded Β· 2025
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Portfolio OS Terminal v3.0.0 β€” Yash Jain
Type 'help' for available commands.
yash@portfolio-os:~$
πŸ“¬Contact β€” Connect with Yash
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πŸ“ Roorkee, India
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☁️Salesforce Developer β€” CRM & Platform Skills
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Platform Development Trailhead Einstein AI
☁️
Salesforce Certified Trailblazer
Hands-on experience with Salesforce platform development β€” LWC, Apex, SOQL, Flows, Sales Cloud & Einstein AI
πŸ”— View Trailhead Profile

⚑ Salesforce Development Skills

Lightning Web Components (LWC)78%
Apex Programming (Classes, Triggers, Batch)72%
SOQL / SOSL Query Language75%
Sales Cloud / Service Cloud Configuration70%
Flows / Process Builder / Workflow Rules74%
Salesforce Einstein AI / CRM Analytics68%

πŸ— Platform Architecture Knowledge

☁️ Sales Cloud
Leads, Opportunities, Accounts, Contacts. Custom objects, page layouts, record types, and automation with Flows.
πŸ›  Service Cloud
Cases, Queues, Omni-Channel routing, Knowledge Base, and Entitlements for customer support workflows.
⚑ LWC Development
Component-based UI dev using Lightning Web Components. Wire service, events, navigation, and Apex integration.
πŸ€– Einstein AI
Einstein Prediction Builder, Next Best Action, Einstein Bots, and CRM Analytics dashboards for AI-driven insights.

πŸ† Certification & Trailhead Activity

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Salesforce LWC (Lightning Web Components) β€” Live Project
Udemy Certification Β· Salesforce Development Β· Cloud CRM
Completed a full end-to-end LWC project covering component lifecycle, data binding, wire adapters, and Apex backend integration on the Salesforce platform.
πŸ₯Ύ
Salesforce Trailhead β€” Active Trailblazer
trailblazer/w4hn65225lnozi6h24
Actively completing Salesforce Trails and Superbadges covering Apex, LWC, Admin fundamentals, and Einstein AI modules.

🧠 AI Γ— Salesforce β€” Unique Advantage

My background in AI/ML, LLMs, and RAG pipelines combined with Salesforce platform skills enables me to build next-generation CRM solutions β€” integrating custom AI models into Salesforce, building Einstein-powered chatbots, and deploying LLM-driven automation using Apex + Python APIs. This cross-disciplinary profile is exactly what Salesforce ISV partners and AI-first companies need.

πŸ›  Salesforce Tech Stack

LWC Apex SOQL SOSL Sales Cloud Service Cloud Flows Process Builder Einstein AI CRM Analytics Trailhead Visualforce REST APIs Git VS Code + SFDX
☁️ Salesforce Developer
LWC Β· Apex Β· Einstein AI
πŸ₯Ύ Active Trailblazer
πŸ€–πŸ“ΆπŸ”Š
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πŸ§‘β€πŸ’»
Yash Jain
MCA · AI/ML · GenAI · Full-Stack · ☁️ Salesforce
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✨ Generative AI
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