Hemanga
Kashyap
I build end-to-end Machine Learning and Generative AI applications with Python, LangChain, Scikit-learn, Flask, and Streamlit.
About
A Computer Science undergraduate specializing in AI and Machine Learning.
I build end-to-end Machine Learning and Generative AI applications with Python, LangChain, Scikit-learn, Flask, and Streamlit.
Skills
AI & Machine Learning
Core Intelligence & Architecture
Languages & Libraries
Execution & Scientific Computing
Data & Vector Stores
Storage, Embeddings & Retrieval
Tools & CS Foundations
Infrastructure & Engineering
Projects
Selected work in Machine Learning, Generative AI, and data-driven applications.
Timeline
Education, certifications, projects, and achievements along my AI/ML journey.
2023
Ranked among the Top 3 in Assam for the Indian Olympiad Qualifier in Mathematics (IOQM).
2024
Began a B.Tech in Computer Science and Engineering with an AI/ML specialization at Lovely Professional University. Won 1st place in the CodeClash Coding Competition, outperforming 200+ participants. Earned Python Skills Certification (HackerRank), completed a Cyber Security and Ethical Hacking Workshop, and participated in the Alephium Forge NFT & Blockchain Workshop.
2025
Completed Google Cloud Skills Boost certifications in Introduction to Large Language Models and Introduction to Generative AI. Earned Leadership Fundamentals certification from Skillsera.
2026
Built MultiDocChat v2, a Hybrid RAG platform with BM25 + semantic search achieving 100% retrieval precision and 34/34 passing automated tests, and DropoutQI, an academic-risk prediction app achieving 92.8% ROC-AUC. Ranked Top 30 in CodeXtreme 4.0.
Résumé
Download Full PDFKey qualifications, production achievements, and technical stack at a glance.
Education
// ACADEMIC DEGREE
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Education
// ACADEMIC DEGREE
B.Tech in Computer Science & Engineering
Specialization in Artificial Intelligence & Machine Learning
Lovely Professional University · Punjab, India
Engineered Systems
// KEY HIGHLIGHTS
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Engineered Systems
// KEY HIGHLIGHTS
MultiDocChat v2
PRODUCTIONAn advanced RAG system combining BM25 keyword index and dense vector search with automated RAGAS evaluation.
DropoutQI
DEPLOYEDStudent academic-risk prediction system using calibrated soft-voting ensemble of Gradient Boosting and Random Forest.
Auto Insurance Fraud Detection
DEPLOYEDFraud detection engine addressing class imbalance through synthetic oversampling and extreme gradient boosting.
Hand Gesture Painter
DEPLOYEDTouchless AI drawing canvas with 21 3D hand landmarks, exponential pointer smoothing, and dynamic gesture controls.
Quizify
DEPLOYEDDynamic quiz portal featuring real-time adaptive difficulty scaling, section progression, and password-gated quiz management.
Core Competencies
// SKILL ARRAYS
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Core Competencies
// SKILL ARRAYS
AI & Machine Learning
Languages & Libraries
Data & Vector Stores
Tools & CS Foundations
Honors & Competitions
// VERIFIED MILESTONES
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Honors & Competitions
// VERIFIED MILESTONES
Top 3 in Assam
Indian Olympiad Qualifier in Mathematics (IOQM)
// 20231st Place (200+ Participants)
CodeClash Coding Competition
// 2024Top 30 Finalist
CodeXtreme 4.0
// 2026LLMs & Generative AI Certifications
Google Cloud Skills Boost
// 2025Python Skills Certified
HackerRank Certification
// 2024LET'SCONNECT
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