Vikas Srinivasa
Bengaluru
Summary
Innovative Computer Science professional with expertise in AI-driven solutions, machine learning, and financial technologies. Proven ability to develop cutting-edge applications and optimize processes. Passionate about leveraging technology for impactful problem-solving.
Overview
1
1
year of professional experience
Work History
Founding Partner
Intuitifi
05.2024 - Current
- Company Overview: A platform enhancing financial literacy and offering personalized planning tools in India
- Conceptualized and Launched Intuitifi, a platform enhancing financial literacy and offering personalized planning tools in India
- Led product development, market research, and creation of AI-driven financial decision-making tools
- Built a RAG-based chat-bot using GPT-4 Turbo for extended context processing
- Leveraged Unstructured.io and Weaviate for PDF data extraction and vector storage
- Developed FastAPI based fault-tolerant session management with web sockets
- Combined Fundamental, Technical, and News Sentiment Analysis for stock trading
- Used Unstructured.io and Weaviate to create a vectorized knowledge base
- Integrated NER, text summarization, and sentiment analysis for real-time news impact assessment
- Refined stock selection with Technical Analysis
- Strategy currently in paper trading phase
- A platform enhancing financial literacy and offering personalized planning tools in India
Intern
Toosi
09.2023 - 12.2023
- Built a RAG based chat-bot prototype system using Llama 2 model Using LangChain and LlamaIndex
- Cleaned activity data and prepared a dataset for fine tuning
- Fine tuned Llama model using LORA
- Used scrapy to scrape tourist activity data for multiple locations from multiple sites
- Created a pipeline to build a more coherent dataset using the scraped data
Education
Bachelor of Technology - Computer Science and Engineering
RNS Institute Of Technology
Bangalore, India05.2024
Skills
Programming & AI Development
- Languages: Python
- AI/ML Frameworks: PyTorch, LangChain, LlamaIndex, FastAPI
- Large Language Models: GPT-4, Llama 2, RAG-based Systems
Data Processing & NLP
- Techniques: Named Entity Recognition (NER), Sentiment Analysis, Text
- Summarization , LoRA (Low Rank Adaptation)
- Data Engineering: Scrapy, Unstructuredio, Weaviate , SQL
Software & Tools
- APIs & Web Services: WebSockets, FastAPI
Languages
- Fluent in: English, Kannada, Hindi
Accomplishments
Won PROP ’24 (Intra College Project Open House Competition)
Timeline
Founding Partner
Intuitifi
05.2024 - Current
Intern
Toosi
09.2023 - 12.2023
Bachelor of Technology - Computer Science and Engineering
RNS Institute Of Technology
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