Python Engineer with less than a year in AI/ML and Cloud Development
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Assessing your cultural and operational fit
Highly motivated Python Engineer with a solid foundation in AI/ML, Cloud, and full-stack development. Experienced in building serverless ETL pipelines using AWS, developing multi-agent research assistants with LangChain and Google Gemini, and creating RAG-based video assistants. Eager to contribute technical expertise to innovative projects and leverage skills in Python, AI, and cloud technologies.
RCC Institute of Information Technology (RCCIIT)
B.Tech · Electronics and Communication Engineering
August 1, 2022 – June 30, 2026
Purwanchal Vidya Mandir
Secondary and Higher Secondary Education
N/A – May 31, 2022
Consistent Services
Freelance
November 1, 2025 – Present
Kolkata, West Bengal, India
Allotrope Systems Private Limited
Intern
January 1, 2025 – June 1, 2025
Kolkata, West Bengal, India
AI Video Assistant
June 4, 2026 – Present
Developed an end-to-end RAG-based Video Assistant using Python, FFmpeg, ChromaDB, and SQLite to enable semantic video search, speech-to-text transcription, and AI-powered summarization through a modular retrieval pipeline.
View ProjectSmart India Hackathon
June 4, 2026 – Present
Developed a multilingual (English/Hindi/Bengali) voice-interactive chatbot using Web Speech API with integrated speech recognition and text-to-speech for real-time user interaction
AWS Data Pipeline
June 4, 2026 – Present
Developed a Python-based serverless ETL pipeline using AWS Glue and AWS Lambda to ingest, clean, and transform raw CSV data into analytics-ready outputs, implemented modular workflow components for maintainability and faster iteration, and improved data quality while reducing manual preprocessing effort.
View ProjectResearchMind - Multi Agent Research Assistant
June 4, 2026 – Present
Built ResearchMind, a multi-agent research assistant developed with LangChain and Google Gemini to automate the research workflow from web search and content extraction to structured report generation and critique. Implemented a modular agent-based architecture with a Streamlit user interface and a command-line runner, enabling configurable, reproducible research pipelines driven by environment-based API keys and model settings.
View ProjectLangchain: Foundations
Langcahian Academy
June 1, 2026 – Present
Intro to Python
Nasscom
June 1, 2026 – Present
AWS Cloud Practitioner
GFG
June 1, 2026 – Present
Intro to Modern AI
Cisco
June 1, 2026 – Present
AMCAT (2025): Automata 93/100, Advanced Quant 84/100, Programming 79/100
AMCAT
January 1, 2025 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, including AI/ML, data engineering, and web development, indicates adaptability and a broad interest in technology. The involvement in a hackathon and personal projects suggests a proactive learning attitude. The freelance role also points to an entrepreneurial spirit. The candidate's skills align well with a Python Engineer role, especially one involving AI/ML or data processing, demonstrating a good cultural fit for innovative and technically challenging environments.
Soft Skills & Operational Fit
The candidate demonstrates initiative through personal projects and participation in hackathons. The project descriptions indicate an ability to work independently and deliver functional systems. The freelance experience suggests a degree of self-management and client interaction, though details are limited. The candidate's academic background in Electronics and Communication Engineering, while not directly software-focused, shows a strong analytical foundation.