LAT 30.31°N
LON 78.03°E
● SIGNAL_OK
PORTFOLIO_v2026.1
BUILD/0xAP-7F3C
Hello,I'm

AbhishreePanwar.

ROLE:AI ENGINEER_

I build intelligent software, machine learning systems, and digital products that solve real-world problems. CS (AI/ML) undergrad at UPES, hands-on across AI, NLP, full-stack engineering, and product development.

📍INDIA
HERO.EXE — abhishree.exe
STATUS: ONLINE
MODE: BUILDING_PRODUCTS
UPTIME: ∞
92%+
MODEL ACCURACY
5000+
RECORDS PROCESSED
10+
TECHNICAL PROJECTS
1+
INDUSTRY INTERNSHIP
SCROLL ↓ ENTER_LEVEL_01
MACHINE LEARNINGNATURAL LANGUAGE PROCESSINGFULL STACKPRODUCT THINKINGLLMsAGENTIC AISTARTUP MINDSETMACHINE LEARNINGNATURAL LANGUAGE PROCESSINGFULL STACKPRODUCT THINKINGLLMsAGENTIC AISTARTUP MINDSET
FILE_02 // ABOUT.EXE

Building technology with purpose.

I'm a Computer Science Engineering student specializing in AI/ML at UPES. My journey began with Java and OOP—building foundations in problem-solving and engineering. Today I work across Python, ML, NLP, and full-stack systems, building applications that combine strong engineering with AI-powered decision making.

C:\\ABHISHREE\\about.exe — running

> loading_profile.dat ...

> decoding ...... DONE

// MY_STORY

From Java fundamentals to fine-tuning DistilBERT, I treat every project like a system to design—not just code to write. Curiosity is my compiler.

// MY_VALUES

  • Ownership
  • Curiosity
  • Innovation
  • Collaboration
  • Continuous Learning
  • User-Centered Thinking

> process exited with code 0 ✔

FILE_03 // JOURNEY.SYS

Levels unlocked.

A progression, not a résumé. Each year a new world to debug.

LEVEL 01
2023

JAVA FOUNDATIONS

Started B.Tech CSE (AI/ML) at UPES. Built foundations: Java, DSA, OOP, Software Engineering.

XP 1200/7200
LEVEL 02
2024

MACHINE LEARNING

Completed AI/ML training. Recommendation systems, predictive modeling, data analysis.

XP 2400/7200
LEVEL 03
2024

AI SYSTEMS

DistilBERT, NLP pipelines, deep learning, real-time inference systems.

XP 3600/7200
LEVEL 04
2025

FULL STACK DEV

React + Flask + MongoDB. Java internship at Skillbit. Shipped to production.

XP 4800/7200
LEVEL 05
2025

BUILDING PRODUCTS

IDEACT, SkillSync, GuideMitra. Idea → engineering → users.

XP 6000/7200
LEVEL 06
2026 →

FUTURE FOUNDER

LLMs, agentic AI, scalable systems. Building toward a startup.

XP 7200/7200
FILE_04 // PROJECT_ARCHIVE

Selected work.

6 CASE STUDIES // 2024 — 2026
ideact.case
PROJ_01
5000+
RECORDS
104+
SOURCES
17
SDGs
10+
APIs
▸ PROJECT_01

IDEACT

Intelligent SDG-Oriented Project Advisor

ROLE: Project Lead & AI Solution Architect
// PROBLEM

Students struggle to identify impactful projects aligned with the UN Sustainable Development Goals.

// SOLUTION
  • Constructed multi-source dataset (5000+ records, 104+ sources)
  • NLP pipelines with spaCy + TF-IDF for semantic matching
  • Recommendation workflows mapped across all 17 SDGs
  • Conversational chatbot interface in React + Flask
ReactFlaskMongoDBNLPspaCyTF-IDF
skillsync.case
PROJ_02
50+
SKILLS
<5s
RESPONSE
100%
PERSONAL
1-Click
PATHWAY
▸ PROJECT_02

SKILLSYNC

AI Career Guidance Platform

ROLE: Product Lead & Full Stack Developer
// PROBLEM

Students need personalized, fast career direction—not generic checklists.

// SOLUTION
  • Resume analysis engine extracting 50+ skill signals
  • Recommendation system with sub-5-second latency
  • Streamlit + React analytics dashboard
  • OpenAI-powered learning pathway feedback
FlaskReactStreamlitOpenAI API
fake_news_detection.case
PROJ_03
92%
ACCURACY
10k+
ARTICLES
-35%
LATENCY
Realtime
INFERENCE
▸ PROJECT_03

FAKE NEWS DETECTION

Real-time misinformation classifier

ROLE: Machine Learning Engineer
// PROBLEM

Online misinformation spreads faster than human review can keep up.

// SOLUTION
  • Fine-tuned DistilBERT on 10,000+ article corpus
  • End-to-end NLP pipeline: clean → tokenize → infer
  • Latency optimization with batching & caching
  • Real-time Streamlit prediction interface
DistilBERTHuggingFacePythonNLPStreamlit
guidemitra.case
PROJ_04
Multi
ROLES
Realtime
SYNC
100%
RESPONSIVE
+ve
FEEDBACK
▸ PROJECT_04

GUIDEMITRA

Mentorship platform with real-time sync

ROLE: Full Stack Developer
// PROBLEM

Mentees and mentors need a low-friction, role-aware platform that just works.

// SOLUTION
  • Multi-role architecture (mentor / mentee / admin)
  • Auth + permissions with Firebase
  • Real-time mentorship modules via Firestore
  • Responsive React frontend, Flask APIs
ReactFlaskFirebaseFirestore
adaptive_learning_path.case
PROJ_05
1:1
PERSONALIZED
ML
DRIVEN
Live
TRACKING
Adaptive
PATHS
▸ PROJECT_05

ADAPTIVE LEARNING PATH

AI-powered personalized learning journeys

ROLE: ML Engineer & Product Builder
// PROBLEM

Generic curricula ignore individual skill gaps, pace, and learning goals.

// SOLUTION
  • Skill assessment with clustering + classification models
  • Regression-based performance prediction & path scoring
  • Dynamic course recommendation engine in Python
  • Interactive Streamlit dashboard with progress insights
PythonScikit-learnPandasNumPyStreamlitML
cafe_management_system.case
PROJ_06
Auto
BILLING
0
MANUAL ERRORS
CRUD
MENU
Daily
SALES LOG
▸ PROJECT_06

CAFE MANAGEMENT SYSTEM

Desktop POS for menu, orders & billing

ROLE: Java Desktop Developer
// PROBLEM

Small cafes lose time and accuracy juggling manual menus, orders, and bills.

// SOLUTION
  • Secure login & authentication module in Java Swing
  • Full menu CRUD with JDBC + MySQL persistence
  • Order placement with automatic bill calculation
  • Sales & transaction tracking for daily records
JavaJava SwingJDBCMySQLNetBeans
FILE_05 // SKILLS.EXE

Technical stack.

LANGUAGES.EXE
> loading modules (4) ...
  • Python
  • Java
  • JavaScript
  • C
READY ✔
AI_ML.EXE
> loading modules (10) ...
  • Machine Learning
  • Deep Learning
  • NLP
  • DistilBERT
  • HuggingFace
  • Scikit-Learn
  • NLTK
  • spaCy
  • TF-IDF
  • Feature Engineering
READY ✔
FULLSTACK.EXE
> loading modules (8) ...
  • React
  • Flask
  • REST APIs
  • Streamlit
  • HTML
  • CSS
  • Spring
  • Servlets
READY ✔
DATABASES.EXE
> loading modules (3) ...
  • MongoDB
  • MySQL
  • Firebase Firestore
READY ✔
TOOLS.EXE
> loading modules (7) ...
  • Git
  • GitHub
  • Postman
  • Agile
  • SDLC
  • OOP
  • DSA
READY ✔
// CURRENTLY_EXPLORING
Large Language ModelsAI Product DevelopmentAgentic AIRecommendation SystemsNLP ApplicationsStartup BuildingFull Stack EngineeringSoftware Architecture
FILE_06 // CAREER.LOG

Career log.

~/career.log — tail -f
[2025-07-01 09:00:12]  $ session_start "skillbit_intern"
[2025-07-01 09:00:13]  → role: Java Development Intern
[2025-07-01 09:00:14]  → stack: Java, JDBC, SQL, Agile
SKILLBIT — JAVA DEV INTERN
JUL 2025 — AUG 2025
  • > Developed Java-JDBC backend modules
  • > Built 20+ CRUD operations with optimized SQL
  • > Drove 30% performance improvement on key queries
  • > Resolved 15+ defects across multiple sprints
  • > Shipped within Agile teams
20+ CRUD OPS30% PERF GAIN15+ BUGS FIXED
[2025-08-31 18:00:00]  → process exited ✔  /  recommendation: stellar
[awaiting next opportunity]_ 
// CERTIFICATIONS
MCKINSEY
Forward Program
✓ Completed
PREGRAD
AI / ML Training
✓ Completed
UDEMY
Full Stack Web Dev Bootcamp
✓ Completed
FILE_07 // LIFE.OUTSIDE_CODE

Beyond code.

// QUOTE.TXT

"Technology taught me how to solve problems. Cricket taught me how to solve them together."

Represented school cricket teams and participated in college sporting events including Spandan. The field reinforced everything an engineering team needs: trust, timing, and the ability to think clearly under pressure.

TeamworkLeadershipDisciplineStrategyCommunicationComposureAccountabilityResilience
FIELD.EXE — off_screen.log
SPORT: CRICKET
EVENT: SPANDAN
ROLE: TEAM_PLAYER
// THINGS_ABOUT_ME
Coffee + Coding
🏏
Cricket Enthusiast
🤖
AI Builder
📚
Lifelong Learner
🚀
Future Founder
💡
Problem Solver
FILE_08 // CONNECT.EXE

Let's build something meaningful.

I'm always excited to discuss software engineering, AI/ML, and innovative products.

CONNECT.EXE — secure_channel
$ connect --target abhishree.panwar
→ handshake_ok
→ ready to receive transmission_
awaiting input_
// WHAT_I_BRING
01
Technical Depth
ML, NLP, software eng., full-stack.
02
Ownership
Idea → implementation, end-to-end.
03
Collaboration
Cross-functional teamwork.
04
Communication
Clear technical storytelling.
05
Growth Mindset
Continuous learning & adaptability.
06
Passion for Impact
Building solutions that matter.