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Work Experience

Distek Innovations Pvt Ltd.

Senior Software Associate
02/2024 – present | Chandigarh

Developed an AI conversational platform using retrieval-augmented generation (RAG) for contextual responses. Integrated vector databases (Pinecone, Redis) are used for fast similarity searches on text embeddings and are connected with relational databases for structured data queries. Leveraged open-source NLP models (Llama, GPT-4) and Stable Diffusion for custom image outputs based on text prompts, enabling dynamic, personalized interactions like recommendations, wellness tips, and quizzes.

  • •Built and maintained Shopify and Flask websites, each receiving over 3000 visitors daily.
  • •Working with IICS and multiple Azure services to streamline data integration processes.
    • 06/2022 – 2022 | Noida
  • •Monitored critical systems and IT assets, ensured 99.9% uptime, led a team that implemented a new ticketing system, cut resolution time by 30%, and developed maintenance measures that reduced system failures by 15% in four months at Tata 1mg.
    • 07/2020 – 10/2021 | Chandigarh
  • •Successfully executed a network security upgrade, enhancing protection against cyber threats and reducing security incidents by 40%.
  • •Implemented network monitoring tools, improving network performance and reducing downtime by 20%.
    • Projects

    AI Conversational Platform (RAG-based Chatbot)

    Tech Stack: Python, FastAPI, Pinecone, Qdrant, PostgreSQL, Llama, GPT-4, Stable Diffusion
  • •Developed an AI-powered conversational chatbot using Retrieval-Augmented Generation (RAG).
  • •Integrated vector databases (RedisVL and Cosmos) for similarity searches and relational databases for structured queries.
  • •Utilized open-source NLP models like LLaMA and GPT-4 for text-based interactions.
  • •Implemented for personalized interactions such as recommendations, wellness tips, and quizzes.

    • Smart Parking System

    Tech Stack: Python, OpenCV, FastAPI, PostgreSQL, AWS
  • •Designed an automated parking system with License Plate Recognition (LPR) using OpenCV.
  • •Tracked vehicle entry and exit times for billing calculations.
  • •Integrated with multiple payment providers for seamless transactions.
  • •Deployed the solution on AWS for scalability.

    • Personalized Content Recommendation System

    Tech Stack: Python, Ollama, LLaMA, Web Scraping, PostgreSQL, FastAPI
  • •Developed a recommendation system that suggests podcasts, blogs, and videos based on user preferences.
  • •Implemented web scraping to gather relevant blog articles and podcast metadata, storing them in a PostgreSQL database.
  • •Leveraged the LLaMA model via Ollama for natural language processing and content analysis.
  • •Generated personalized recommendations by analyzing user interaction data and content relevance.

    • Stack Overflow Developer Survey

    Using Matplotlib and Seaborn

    Conducted data analysis on the Stack Overflow dataset using Python libraries. Explored insights through the stages of data pre-processing and exploratory Data Analysis (EDA), and visualized the data.

    Skills
    Python — Pandas, Numpy, Opencv, Nginx, Django, Flask, FastAPIAzure ServicesSQL — Optimized SQL queries, Stored procedures (MySQL, Postgres, MS SQL)Frontend Development — HTML,CSS,JSSWorked with — Project Management, Linux (3 Years), Git and Github, VPS, Unix, API, Docker, GCP, AWS (DynamoDB, Lambda Functions), Prompt Engineering, Huggingface and cPanel HostingWeb Scrapping — (2 years)AI — n8n, LangChain, Rag, Prompt Engineering, AI Workflow, AI Agents, TTS
    Education

    Bachelor of Engineering (ECE)

    Chandigarh University
    2016 – 2020
    Certificates
    SQL Intermediate

    By Hackkerank.com

    CCNA (R&S)

    6 Week CCNA Program

    Python

    By Hackkerank.com

    Python Basic

    By Spoken Tutorial Project, IIT Bombay.

    Problem-Solving

    HackerRank (Intermediate)

    Languages
    English
    Hindi
    Punjabi