Aman Srivastava

Aman Srivastava

NLP Engineer
India

About Me

Computer Science undergraduate pursuing a dual specialization in Data Science and Computer
Science Engineering. Proficient in Python programming, SQL optimization, Algorithm Design, Data
Structures, Machine Learning (ML)…

Experience

Founder & President

Indian Institute of Technology Delhi
Present

<p>Founded and scaled the College Chess Society to 100+ active members.<br>
Led a core team of 15.<br>
Organized tournaments and strategy workshops.<br>
Secured a partnership with Smaaash.<br>
Enabled 3+ sponsored events.<br>
Boosted society engagement by 50%.</p>

AI/ML Intern

New Delhi, India

<p>Orchestrated LibSenti, refining a RoBERTa model utilizing PyTorch and Hugging Face to dissect 10,000+ library reviews.<br>
Delivered 92% accuracy.<br>
Improved performance by 20% via model deployment on a Streamlit and Render application.<br>
Engineered a real-time sentiment prediction system.<br>
Reduced analysis time by 50%.<br>
Enabled data-driven library intelligence at scale.<br>
Streamlined validation of 15,000+ book entries in IIT Delhi's Drupal CMS.<br>
Cut manual processing time by 60%.<br>
Improved publishing efficiency by 3×.</p>

Competitive Intelligence Intern

Gurugram, Haryana, India

<p>Constructed a multi-platform competitive intelligence system across e-commerce and quick commerce marketplaces.<br>
Automated geo-specific product tracking across multiple pincodes.<br>
Attained ~7× higher data ingestion throughput by building an asynchronous Playwright workflow using asyncio and controlled parallel browser execution.<br>
Designed a fault-tolerant scraping pipeline with proxy-based session isolation, API interception, and intelligent retry logic.<br>
Built ETL workflows to generate pricing spreads, discount volatility, and stock-level signals for margin analysis.</p>

Skills

Data Structures Linux Python Structured Query Language (SQL) GitHub NumPy Object-Oriented Programming (OOP) OpenCV Selenium TensorFlow Docker Operating Systems Algorithm Design Machine Learning (ML) Natural Language Processing (NLP) PyTorch Hugging Face Transformers Scikit-learn NLTK VADER Pillow RAG Pipelines Embedding Models Vector Databases (FAISS ChromaDB Milvus Qdrant) LLMs (LLaMA Qwen Gemma) Pandas Matplotlib Seaborn Plotly Playwright BeautifulSoup DBMS Streamlit Render Git REST APIs Google Cloud VS Code C/C++ Java AppScript PostgreSQL MySQL SpaCy FAISS ChromaDB Milvus Qdrant LLaMA Qwen Gemma asyncio mypy pytest
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