Samyak Nahar
Open to work1 years experienceAI Engineer
AI Engineer specializing in LLMs, agentic systems, and MLOps.
Standing Rank
Rank Not Available
Developer Badges
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Skills & Technologies
34 skillsWork Experience
AI-ML Engineer
Propheus
- Building Retail Agent, an agentic system giving retailers a 30-day forward view of nearby events, competitor promotions, and weather.
- Architected a three-stage pipeline: Serper and events/weather API integrations capture raw signals; OpenAI and Gemini agents with custom LlamaIndex tools and ChromaDB-backed retrieval classify store-relevant signals; a deterministic model computes exact USD revenue impact.
- Generated counter-promotion recommendations that helped retailers offset day-to-day revenue swings of 20–40%, driving an average 8% per-store revenue lift.
- Led scraping and market-analysis engagements for enterprise clients, including Gomart’s new dark-store launch.
AI-ML Intern
Syngenta
- Engineered an ML pipeline using Python, SageMaker, S3, and Redshift to forecast monthly sales for 40+ products across 4 countries.
- Implemented an XGBoost demand model for stock management.
- Developed AI agents using open-source LLMs and AWS Bedrock to translate natural language into SQL.
- Leveraged AWS SageMaker Pipelines to automate data preprocessing, model training, and evaluation.
GenAI Intern
EduPlus
- Engineered a Q&A chatbot using Llama 3, FastAPI, and ReactJS, serving 1,500+ student inquiries annually.
- Deployed Llama 3 on AWS SageMaker with a similarity-threshold gate.
- Built a CI/CD pipeline with GitHub Actions for automated AWS EC2 deployments.
AI-ML Intern
Millennium Semiconductors
- Built a cross-brand component-matching engine comparing electrical specs.
- Aggregated component data from 50+ sources via scraping pipelines and distributor APIs.
- Shipped it as a semantic search engine for the business team.
Projects
NyayaBodh – GenAI Legal Research Engine
View Project- Developed a platform enabling judges and legal researchers to search case precedents via natural language queries.
- Implemented advanced NER algorithms achieving 96% accuracy.
- Automated legal document summaries using GenAI.
AI-Powered Video Navigation System
View Project- Built an open-source system for intelligent video navigation, processing 300+ hours of technical training content.
- Implemented Whisper for speech-to-text with timestamp-based navigation, and LLaMA for natural language queries.
Text-Generation Transformer From Scratch
View Project- Implemented a Transformer in pure PyTorch with no high-level libraries.
- Trained on TV-series scripts to generate coherent script-style text.
Leaderboard Standings
Leaderboard Position Pending
Global test scores, peer standing percentiles, and algorithm leaderboard ranks are updated dynamically.
Assessment Highlights
Assessments Not Completed
Coding evaluations, system assessment results, and conceptual score badges will appear here after taking a test.
AI Collaboration Score
AI Collaboration Score Pending
Developer coding behavior, assistant cooperation, and AI pair-programming indicators are evaluated during live coding sessions.
Role Compatibility Profile
Role Compatibility Analysis Pending
Custom matching reports, candidate role compatibility percentiles, and core engineer strength profiles are processed once conceptual code screenings are complete.
Achievements
Smart India Hackathon 2024 Grand Finale Runner-up
Runner-up (2nd Place) at the Smart India Hackathon 2024 Grand Finale.
DataHacks III Hackathon Runner-up
Runner-up (2nd Place) at DataHacks III Hackathon.
Vortexa Tech Hackathon Winner
Winner (1st Place) at Vortexa Tech Hackathon.
About Details
Professional Bio
AI Engineer with 2+ years of experience shipping production LLM and agentic systems end-to-end. Currently driving the technical direction of Retail Agent, a revenue-intelligence agentic system at Propheus used by enterprise US retail clients.
B-Tech in Artificial Intelligence & Data Science
VIIT College of Engineering (2021 - 2025)