Samar Srivastava
Full stack data scientist with expertise in NLP, LLMs, GenAI, Text Analytics, Machine Learning
- Role
- Data Scientist at Avance Consulting
- Location
- Gurugram, HR, IN
- LinkedIn followers
- 500 followers
About Samar Srivastava
Senior Data Scientist | LLMs · RAG · NLP · AWS 5+ years designing and shipping…
Experience
Data Scientist
Oct 2022 — Present
Building POCs to bring ChatGPT enabled features to WiseStep CRM.• Handling data pipeline for integration of multiple VMS\' with WiseStep CRM. • Stabilized in-house CV Parser which resulted in a 80% increase in CV processing speeds from 50CVs per minute to 300 CVs per minute. CV parser now runs at a speed of 1 million + CVs weekly. It predicts and extracts 30+ attributes from a CV like the industry of the candidate, education gaps, experience gaps, finding names from text via NER, etc.• Orchestrated strategy and logic for filtering out unique and duplicate active consultants across sources like emails, and job boards, marketed by different recruiters, using Levenshtein distance across multiple fields. This resulted in reducing duplicate candidates on the platform and achieving a higher degree of uniqueness, as a result, a recruiter can reach out to more unique candidates.• Optimized usage for Airflow for job orchestration, and scheduling to smoothen complex day-to-day data science activities like report generation, data extraction, etc.• Generate and manage data dashboards for the Customer Success team and stakeholders.Technology stack - python, airflow, ElasticSearch, Kibana, Apache Kafka, Docker, AWS SES, AWS Fargate, spacy, nltk, celery, flower.
Education
St. Francis Convent School
High School, High School Equivalence Certificate Program
Hindustan College of science and technology
Bachelor of Technology - BTech, Computer Science
2015 — 2019
freeCodeCamp
Full Stack Web Development Certification, Computer Software Engineering
2016 — 2018
Skills
- Competitive Programming(Intermediate)
- Vim
- Arduino
- C Programming
- Jquery
- Windows 8
- Github
- Cascading Style Sheets (Css)
- Social Media
- Windows 7
- English
- Python
- Bootstrap
- Leadership
- Windows
- Front-End Development
- Kali Linux
- Data Structures
- Windows 10
- Public Speaking
- Microsoft Office
- Computer Hardware
- Microsoft Excel
- Teamwork
- Html5
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