Ujjwal Tiwari Knight6azer

📊 UJJWAL SUNEEL TIWARI

ASPIRING DATA SCIENTIST & MACHINE LEARNING PRACTITIONER

B.E. in Electronics & Computer Science (2023 – 2027) • Mumbai, India

"Curious by nature, careful by habit. It began with wiring physical sensors and realizing that every blinking light was really just raw data waiting to be understood. Today, I clean messy datasets, extract predictive signals, train robust machine learning models, and uncover the human decisions hiding behind every chart."

📌 EXECUTIVE BRIEF

Candidate      : Ujjwal Suneel Tiwari (@Knight6azer)
Current Focus  : Data Science, Predictive Modeling, Machine Learning & Applied AI
Education      : B.E. in Electronics & Computer Science, SLRTCE, Mumbai (2023 - 2027)
Availability   : Open to Data Science / Machine Learning / Data Analyst Internships & Roles
Core Expertise : EDA & Feature Engineering | Predictive Modeling | NLP & Transformers | Telemetry Analytics
Quantified ROI : 30K+ records modeled | 12+ end-to-end repositories | 3 completed industry internships
Philosophy     : "I help data tell its story, one model at a time."

⚡ KEY PERFORMANCE METRICS

`30K+`

Records & 500+ Datasets
_{Cleaned, visualized, and modeled with Pandas, NumPy, Scikit-Learn & SQL at Edunet Foundation}

`12+`

Applied AI/ML Solutions
_{Production-ready repos spanning Business Intelligence, NLP, Predictive Healthcare & AgroTech}

`+20%`

Workflow Efficiency
_{Engineered automated Python data pipelines and data ingestion tools at Pyverse}

`-15%`

Hardware Error Margin
_{Circuit debugging and sensor telemetry validation during IoT prototype cycles at Circuit Wizard}

🛠️ TECHNICAL ARSENAL

🧠 Data Science & Machine Learning

🗄️ Data Engineering, Databases & Backends

⚙️ Systems, Edge Telemetry & Developer Tooling

🔬 FEATURED DATA SCIENCE & APPLIED AI PROJECTS

📈 Business Intelligence & Predictive Analytics (Vyaapaar)

Domain: Predictive Analytics & Enterprise Dashboards

Unified enterprise analytics platform synthesizing transactional data, customer lifetime metrics, and dynamic KPI dashboards for data-driven strategic forecasting.

📊 Impact: Automated cross-variable exploratory analysis • Multi-dimensional customer segmentation

🌧️ Acid Rain Predictive Analytics Pipeline (Edunet)

Domain: Environmental Data Science & Regression Modeling

Applied machine learning algorithms to historical rainfall chemistry, atmospheric ion concentrations, and meteorological telemetry to forecast precipitation pH fluctuations across India.

📊 Impact: 30,000+ records modeled • Scikit-Learn regression ($R^2 \approx 0.88$) & K-Means clustering

🩺 CareFlow AI — Multilingual Patient Intelligence

Domain: Healthcare AI, Medical OCR & Triage Analytics

Multilingual clinical intelligence platform leveraging PaddleOCR for automated laboratory report analysis, biomarker risk computation, and patient symptom triage.

📊 Impact: Automated CBC blood test parsing • Bi-directional multilingual medical reasoning

🌾 Krishi Kaar (Agri-IoT & Precision ML)

Domain: Edge-to-Cloud Telemetry & Agronomic AI

Distributed agricultural telemetry network feeding real-time soil and ambient sensor inputs into machine learning models to provide precision crop advisories and market insights.

📊 Impact: Full edge-to-web telemetry bridge • Multivariate crop recommendation models

📰 TruthLens — Advanced AI Fake News Detector

Domain: Natural Language Processing & Text Classification

Dual-model NLP classification engine assessing journalistic authenticity and rhetorical bias with predictive confidence scores and explainable linguistic highlighting.

📊 Impact: Text preprocessing & TF-IDF vectorization • Binary classification with probabilistic scoring

🧠 Bandhu — Multimodal Wellbeing Recommender

Domain: Applied NLP & Healthcare Machine Learning

Empathetic AI recommendation model evaluating text mood indicators and mental wellness patterns to deliver customized emotional support pathways and restorative activities.

📊 Impact: Multimodal feature fusion • Sentiment classification & mood trajectory evaluation

🎙️ Edith AI & CRM Voice Agent

Domain: Conversational AI & Enterprise Voice Automation

Built during the Technivium Hackathon (as Team Lead), delivering voice-driven command execution, automated customer interaction parsing, and structured data logging.

📊 Impact: Led team of 4 • Voice-to-action pipeline with OpenAI APIs

🏥 MediCore — Clinical Health Analytics

Domain: Healthcare Analytics & Patient Telemetry

Comprehensive clinic management and analytics platform enabling symptom triage, medical appointment tracking, and real-time clinical metric dashboards.

📊 Impact: Structured clinical records datastore • Interactive administrative dashboard

🔍 View Additional Engineering & Systems Projects (Click to expand)

Smart Home Security System: Embedded physical security apparatus combining PIR, ultrasonic, and optical sensors with an ESP32 microcontroller to fire sub-second Telegram dispatch alerts (C++, Arduino, ESP32, Telegram Bot API).
Schedule & Task Orchestrator: Relational task management and productivity engine with user session authentication and ACID-compliant relational schemas (Flask, SQLite, REST Architecture).
Vegetable Vendor Order Engine: Retail commerce transaction ledger handling dynamic pricing, live cart aggregation, and atomic JSON datastore persistence (Streamlit, Python, POS Analytics).
Environmental Time-Series Analytics (Archived): Historical telemetry acquisition model applying moving averages and scatter plots to environmental sensor feeds (Arduino, Python, Pandas, Matplotlib).

💼 PROFESSIONAL EXPERIENCE

┌─────────────────────────────────────────────────────────────────────────────────────────────┐
│ 🚀 DATA ANALYSIS INTERN                                                Jan 2026 – May 2026 │
│    Edunet Foundation                                                                        │
│    • Collected, cleaned, preprocessed, and modeled 50+ datasets (~300,000+ records).        │
│    • Engineered robust data transformation pipelines using Python (Pandas, NumPy) and SQL.  │
│    • Built predictive machine learning models and exploratory dashboards in Matplotlib/     │
│      Seaborn, converting raw variables into actionable business and environmental insights. │
├─────────────────────────────────────────────────────────────────────────────────────────────┤
│ 🐍 PYTHON DEVELOPMENT INTERN                                           Nov 2025 – Dec 2025 │
│    Pyverse                                                                                  │
│    • Engineered automated task execution scripts and backend logic in core Python.          │
│    • Improved operational task efficiency by 20% through automated data manipulation tools. │
│    • Designed structured data architectures utilizing lightweight JSON-based serialization. │
├─────────────────────────────────────────────────────────────────────────────────────────────┤
│ 🔌 EMBEDDED SYSTEMS INTERN                                             Oct 2025 – Nov 2025 │
│    Circuit Wizard                                                                           │
│    • Designed and simulated IoT microcontroller architectures in TinkerCad and Wokwi.       │
│    • Validated circuit telemetry and signal logic, cutting prototype error rates by 15%.    │
│    • Bridged edge hardware sensor outputs with downstream data processing scripts.          │
└─────────────────────────────────────────────────────────────────────────────────────────────┘

🎖️ LEADERSHIP & IMPACT

Media Co-Head, R&D Cell (SLRTCE) (2024 – Present): Led technical media strategy across 10+ departmental events, leveraging data-backed outreach campaigns to amplify participant engagement and visibility by 10%.
Team Leader — Edith AI Agent Buildathon (Technivium, SLRTCE) (Jan 2026): Guided a cross-functional team of 4 to design, build, and pitch a voice-automated enterprise conversational agent under competitive sprint conditions.
Hackathon Participant & Lead Builder (2024 – 2026): Competed in regional technical challenges (including TechBlitz 2026), orchestrating AI/ML pipelines and shipping functional MVPs within strict timeframes.
Pyverse Add-On Program Certification (Dept. of IT, SLRTCE) (Jul 2025): Recognized for excellence in Python application architecture, data manipulation, and software design principles.

📜 CERTIFICATIONS & SPECIALIZED TRAINING

🧠 Machine Learning & Artificial Intelligence

Artificial Intelligence Fundamentals — IBM SkillsBuild
Deep Learning for Developers — Infosys Springboard
Open Source Models with Hugging Face — Simplilearn
Green Skills and Artificial Intelligence — Edunet Foundation
Edith — AI Agent Buildathon — Technivium (SLRTCE)

💻 Software Engineering, Data & Management

Software Engineering — Infosys Springboard
Python for Beginners: Data Structures & Variables — Coursera
Python Programming 101 & Dictionaries — Infosys Springboard
Pyverse — Application Creation Using Python — SLRTCE
Project Management Fundamentals — IBM SkillsBuild

📊 TELEMETRY & CODING ACTIVITY

📬 LET'S CONNECT & COLLABORATE

"Have a dataset with a story to tell? Let's talk."
Actively seeking Data Scientist, Machine Learning Engineer, and Data Analyst opportunities, internships, and high-impact research collaborations.

_{$ knight6azer --model="Data Scientist" --status="Ready to deploy insights" [PROCESS EXITED WITH 0]}

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